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/05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/
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08. Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.mp4
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268.3 MB
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01. Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.mp4
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50.2 MB
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01. Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.vtt
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6.6 KB
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02. Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.mp4
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168.0 MB
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02. Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.vtt
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15.8 KB
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03. Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.mp4
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45.6 MB
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03. Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.vtt
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12.2 KB
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04. Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.mp4
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25.8 MB
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04. Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.vtt
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4.8 KB
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05. Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.mp4
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163.1 MB
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05. Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.vtt
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13.8 KB
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06. Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.mp4
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5.6 MB
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06. Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.vtt
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1.7 KB
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07. Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.mp4
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51.4 MB
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07. Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.vtt
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5.4 KB
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08. Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.vtt
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22.2 KB
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09. Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.mp4
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19.8 MB
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09. Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.vtt
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3.7 KB
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10. Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.mp4
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43.0 MB
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10. Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.vtt
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6.1 KB
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11. Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.mp4
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81.2 MB
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11. Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.vtt
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13.7 KB
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12. Day 4 - Master RAG Pipeline Building Efficient RAG Systems.mp4
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18.4 MB
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12. Day 4 - Master RAG Pipeline Building Efficient RAG Systems.vtt
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2.5 KB
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13. Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.mp4
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10.9 MB
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13. Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.vtt
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1.5 KB
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14. Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.mp4
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66.4 MB
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14. Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.vtt
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11.5 KB
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15. Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.mp4
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9.7 MB
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15. Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.vtt
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4.2 KB
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16. Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.mp4
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90.6 MB
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16. Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.vtt
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13.5 KB
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17. Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.mp4
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70.8 MB
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17. Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.vtt
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9.1 KB
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/01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/
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01. Day 1 - Cold Open Jumping Right into LLM Engineering.vtt
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1.0 KB
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02. Day 1 - Setting Up Ollama for Local LLM Deployment on Windows and Mac.mp4
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8.1 MB
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02. Day 1 - Setting Up Ollama for Local LLM Deployment on Windows and Mac.vtt
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5.5 KB
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03. Day 1 - Unleashing the Power of Local LLMs Build Spanish Tutor Using Ollama.mp4
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10.3 MB
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03. Day 1 - Unleashing the Power of Local LLMs Build Spanish Tutor Using Ollama.vtt
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5.7 KB
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04. Day 1 - LLM Engineering Roadmap From Beginner to Master in 8 Weeks.mp4
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26.1 MB
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04. Day 1 - LLM Engineering Roadmap From Beginner to Master in 8 Weeks.vtt
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8.0 KB
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05. Day 1 - Building LLM Applications Chatbots, RAG, and Agentic AI Projects.mp4
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28.7 MB
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05. Day 1 - Building LLM Applications Chatbots, RAG, and Agentic AI Projects.vtt
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2.7 KB
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06. Day 1 - From Wall Street to AI Ed Donner's Path to Becoming an LLM Engineer.mp4
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13.8 MB
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06. Day 1 - From Wall Street to AI Ed Donner's Path to Becoming an LLM Engineer.vtt
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3.0 KB
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07. Day 1 - Setting Up Your LLM Development Environment Tools and Best Practices.mp4
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90.7 MB
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07. Day 1 - Setting Up Your LLM Development Environment Tools and Best Practices.vtt
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8.9 KB
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08. Day 1 - Mac Setup Guide Jupyter Lab and Conda for LLM Projects.mp4
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68.7 MB
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08. Day 1 - Mac Setup Guide Jupyter Lab and Conda for LLM Projects.vtt
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9.7 KB
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09. Day 1 - Setting Up Anaconda for LLM Engineering Windows Installation Guide.mp4
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142.0 MB
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09. Day 1 - Setting Up Anaconda for LLM Engineering Windows Installation Guide.vtt
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16.2 KB
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10. Day 1 - Alternative Python Setup for LLM Projects Virtualenv vs. Anaconda Guide.mp4
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92.9 MB
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10. Day 1 - Alternative Python Setup for LLM Projects Virtualenv vs. Anaconda Guide.vtt
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8.7 KB
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11. Day 1- Setting Up OpenAI API for LLM Development Keys, Pricing & Best Practices.mp4
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94.2 MB
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11. Day 1- Setting Up OpenAI API for LLM Development Keys, Pricing & Best Practices.vtt
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9.3 KB
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12. Day 1 - Creating a .env File for Storing API Keys Safely.mp4
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12.2 MB
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12. Day 1 - Creating a .env File for Storing API Keys Safely.vtt
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6.9 KB
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13. Day 1- Instant Gratification Project Creating an AI-Powered Web Page Summarizer.mp4
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76.4 MB
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13. Day 1- Instant Gratification Project Creating an AI-Powered Web Page Summarizer.vtt
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13.5 KB
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14. Day 1 - Implementing Text Summarization Using OpenAI's GPT-4 and Beautiful Soup.mp4
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146.7 MB
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14. Day 1 - Implementing Text Summarization Using OpenAI's GPT-4 and Beautiful Soup.vtt
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17.7 KB
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15. Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.mp4
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13.9 MB
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15. Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.vtt
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3.6 KB
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16. Day 2 - Mastering LLM Engineering Key Skills and Tools for AI Development.mp4
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104.5 MB
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16. Day 2 - Mastering LLM Engineering Key Skills and Tools for AI Development.vtt
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9.7 KB
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17. Day 2 - Understanding Frontier Models GPT, Claude, and Open Source LLMs.mp4
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20.1 MB
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17. Day 2 - Understanding Frontier Models GPT, Claude, and Open Source LLMs.vtt
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10.0 KB
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18. Day 2 - How to Use Ollama for Local LLM Inference Python Tutorial with Jupyter.mp4
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71.6 MB
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18. Day 2 - How to Use Ollama for Local LLM Inference Python Tutorial with Jupyter.vtt
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8.5 KB
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19. Day 2 - Hands-On LLM Task Comparing OpenAI and Ollama for Text Summarization.mp4
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3.9 MB
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19. Day 2 - Hands-On LLM Task Comparing OpenAI and Ollama for Text Summarization.vtt
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1.0 KB
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20. Day 3 - Frontier AI Models Comparing GPT-4, Claude, Gemini, and LLAMA.mp4
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64.3 MB
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20. Day 3 - Frontier AI Models Comparing GPT-4, Claude, Gemini, and LLAMA.vtt
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9.8 KB
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21. Day 3 - Comparing Leading LLMs Strengths and Business Applications.mp4
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5.4 MB
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21. Day 3 - Comparing Leading LLMs Strengths and Business Applications.vtt
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2.6 KB
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22. Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.mp4
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8.9 MB
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22. Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.vtt
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5.0 KB
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23. Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.mp4
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17.5 MB
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23. Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.vtt
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7.3 KB
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24. Day 3 - Claude 3.5’s Alignment and Artifact Creation A Deep Dive.mp4
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25.7 MB
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24. Day 3 - Claude 3.5’s Alignment and Artifact Creation A Deep Dive.vtt
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6.6 KB
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25. Day 3 - AI Model Comparison Gemini vs Cohere for Whimsical and Analytical Tasks.mp4
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17.2 MB
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25. Day 3 - AI Model Comparison Gemini vs Cohere for Whimsical and Analytical Tasks.vtt
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5.4 KB
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26. Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.mp4
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35.0 MB
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26. Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.vtt
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5.5 KB
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27. Day 3 - LLM Leadership Challenge Evaluating AI Models Through Creative Prompts.mp4
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45.6 MB
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27. Day 3 - LLM Leadership Challenge Evaluating AI Models Through Creative Prompts.vtt
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7.2 KB
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28. Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.mp4
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67.1 MB
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28. Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.vtt
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9.9 KB
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29. Day 4 - Exploring the Journey of AI From Early Models to Transformers.mp4
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13.2 MB
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29. Day 4 - Exploring the Journey of AI From Early Models to Transformers.vtt
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3.7 KB
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30. Day 4 - Understanding LLM Parameters From GPT-1 to Trillion-Weight Models.mp4
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9.9 MB
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30. Day 4 - Understanding LLM Parameters From GPT-1 to Trillion-Weight Models.vtt
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5.9 KB
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31. Day 4 - GPT Tokenization Explained How Large Language Models Process Text Input.mp4
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34.7 MB
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31. Day 4 - GPT Tokenization Explained How Large Language Models Process Text Input.vtt
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13.0 KB
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32. Day 4 - How Context Windows Impact AI Language Models Token Limits Explained.mp4
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16.1 MB
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32. Day 4 - How Context Windows Impact AI Language Models Token Limits Explained.vtt
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4.3 KB
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33. Day 4 - Navigating AI Model Costs API Pricing vs. Chat Interface Subscriptions.mp4
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17.1 MB
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33. Day 4 - Navigating AI Model Costs API Pricing vs. Chat Interface Subscriptions.vtt
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3.9 KB
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34. Day 4 - Comparing LLM Context Windows GPT-4 vs Claude vs Gemini 1.5 Flash.mp4
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22.2 MB
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34. Day 4 - Comparing LLM Context Windows GPT-4 vs Claude vs Gemini 1.5 Flash.vtt
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6.6 KB
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35. Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.mp4
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13.1 MB
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35. Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.vtt
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3.7 KB
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36. Day 5 - Building AI-Powered Marketing Brochures with OpenAI API and Python.mp4
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26.9 MB
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36. Day 5 - Building AI-Powered Marketing Brochures with OpenAI API and Python.vtt
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4.3 KB
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37. Day 5 - JupyterLab Tutorial Web Scraping for AI-Powered Company Brochures.mp4
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91.3 MB
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37. Day 5 - JupyterLab Tutorial Web Scraping for AI-Powered Company Brochures.vtt
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8.4 KB
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38. Day 5 - Structured Outputs in LLMs Optimizing JSON Responses for AI Projects.mp4
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101.1 MB
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38. Day 5 - Structured Outputs in LLMs Optimizing JSON Responses for AI Projects.vtt
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12.0 KB
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39. Day 5 - Creating and Formatting Responses for Brochure Content.mp4
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126.7 MB
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39. Day 5 - Creating and Formatting Responses for Brochure Content.vtt
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11.2 KB
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40. Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.mp4
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141.8 MB
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40. Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.vtt
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12.4 KB
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41. Day 5 - Mastering Multi-Shot Prompting Enhancing LLM Reliability in AI Projects.mp4
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20.9 MB
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41. Day 5 - Mastering Multi-Shot Prompting Enhancing LLM Reliability in AI Projects.vtt
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6.1 KB
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42. Day 5 - Assignment Developing Your Customized LLM-Based Tutor.mp4
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11.8 MB
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42. Day 5 - Assignment Developing Your Customized LLM-Based Tutor.vtt
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5.6 KB
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43. Day 5 - Wrapping Up Week 1 Achievements and Next Steps.mp4
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14.1 MB
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43. Day 5 - Wrapping Up Week 1 Achievements and Next Steps.vtt
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3.8 KB
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01. Day 1 - Cold Open Jumping Right into LLM Engineering.mp4
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2.6 MB
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/external-links/
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Resources-for-the-course.url
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0.1 KB
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/02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/
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01. Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.mp4
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33.6 MB
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01. Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.vtt
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6.4 KB
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02. Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.mp4
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83.6 MB
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02. Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.vtt
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22.5 KB
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03. Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.mp4
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95.5 MB
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03. Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.vtt
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15.4 KB
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04. Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.mp4
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6.4 MB
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04. Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.vtt
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1.7 KB
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05. Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.mp4
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24.0 MB
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05. Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.vtt
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3.8 KB
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06. Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.mp4
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101.1 MB
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06. Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.vtt
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15.3 KB
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07. Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.mp4
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23.6 MB
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07. Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.vtt
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7.6 KB
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08. Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.mp4
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41.8 MB
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08. Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.vtt
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11.5 KB
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09. Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.mp4
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6.7 MB
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09. Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.vtt
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1.7 KB
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10. Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.mp4
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39.5 MB
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10. Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.vtt
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6.0 KB
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11. Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.mp4
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64.8 MB
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11. Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.vtt
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16.2 KB
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12. Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.mp4
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42.5 MB
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12. Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.vtt
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12.8 KB
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13. Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.mp4
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12.8 MB
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13. Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.vtt
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3.2 KB
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14. Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.mp4
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98.0 MB
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14. Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.vtt
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9.4 KB
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15. Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.mp4
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25.3 MB
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15. Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.vtt
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8.3 KB
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16. Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.mp4
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54.2 MB
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16. Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.vtt
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14.2 KB
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17. Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.mp4
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5.8 MB
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17. Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.vtt
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1.5 KB
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18. Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.mp4
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63.3 MB
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18. Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.vtt
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6.2 KB
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19. Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.mp4
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143.2 MB
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19. Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.vtt
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10.7 KB
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20. Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.mp4
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28.8 MB
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20. Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.vtt
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7.9 KB
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21. Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.mp4
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46.2 MB
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21. Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.vtt
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5.9 KB
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/03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/
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01. Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.mp4
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79.7 MB
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01. Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.vtt
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12.4 KB
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02. Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.mp4
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172.4 MB
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02. Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.vtt
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03. Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.mp4
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16.2 MB
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03. Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.vtt
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4.0 KB
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04. Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.mp4
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51.8 MB
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04. Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.vtt
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13.8 KB
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05. Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.mp4
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11.8 MB
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05. Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.vtt
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2.3 KB
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06. Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.mp4
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34.4 MB
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06. Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.vtt
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5.0 KB
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07. Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.mp4
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177.9 MB
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07. Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.vtt
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16.2 KB
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08. Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.mp4
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8.2 MB
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08. Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.vtt
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2.2 KB
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09. Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.mp4
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44.6 MB
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09. Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.vtt
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6.7 KB
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10. Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3.1 Model.mp4
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96.6 MB
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10. Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3.1 Model.vtt
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14.2 KB
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11. Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.mp4
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96.3 MB
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11. Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.vtt
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13.3 KB
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12. Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.mp4
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4.1 MB
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12. Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.vtt
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1.1 KB
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13. Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.mp4
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31.0 MB
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13. Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.vtt
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4.4 KB
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14. Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.mp4
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76.2 MB
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14. Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.vtt
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17.8 KB
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15. Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.mp4
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56.0 MB
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15. Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.vtt
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12.9 KB
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16. Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.mp4
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7.0 MB
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16. Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.vtt
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1.8 KB
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17. Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.mp4
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36.8 MB
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17. Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.vtt
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4.0 KB
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18. Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.mp4
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113.4 MB
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18. Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.vtt
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15.3 KB
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19. Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.mp4
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53.7 MB
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19. Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.vtt
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6.2 KB
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/04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/
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01. Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.mp4
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145.2 MB
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01. Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.vtt
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15.9 KB
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02. Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.mp4
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22.1 MB
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02. Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.vtt
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7.1 KB
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03. Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.mp4
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61.5 MB
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03. Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.vtt
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9.4 KB
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04. Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.mp4
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35.8 MB
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04. Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.vtt
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7.4 KB
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05. Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.mp4
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48.4 MB
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05. Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.vtt
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11.4 KB
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06. Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.mp4
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8.8 MB
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06. Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.vtt
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2.2 KB
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07. Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.mp4
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45.4 MB
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07. Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.vtt
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6.9 KB
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08. Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.mp4
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79.0 MB
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08. Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.vtt
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9.3 KB
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09. Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.mp4
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46.3 MB
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09. Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.vtt
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14.8 KB
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10. Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.mp4
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30.1 MB
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10. Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.vtt
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8.8 KB
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11. Day 2 - Commercial Applications of Large Language Models From Law to Education.mp4
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52.0 MB
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11. Day 2 - Commercial Applications of Large Language Models From Law to Education.vtt
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6.6 KB
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12. Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.mp4
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33.4 MB
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12. Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.vtt
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3.8 KB
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13. Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.mp4
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30.4 MB
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13. Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.vtt
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3.4 KB
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14. Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3.5 Sonnet.mp4
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41.9 MB
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14. Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3.5 Sonnet.vtt
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11.0 KB
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15. Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3.5.mp4
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33.2 MB
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15. Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3.5.vtt
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10.0 KB
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16. Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.mp4
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24.6 MB
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16. Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.vtt
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6.5 KB
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17. Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.mp4
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19.2 MB
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17. Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.vtt
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5.4 KB
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18. Day 3 - Building a Gradio UI for Code Generation with Large Language Models.mp4
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20.3 MB
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19. Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.mp4
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34.0 MB
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19. Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.vtt
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9.3 KB
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20. Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.mp4
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42.4 MB
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20. Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.vtt
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5.7 KB
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21. Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.mp4
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31.5 MB
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21. Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.vtt
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2.3 KB
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22. Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.mp4
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32.6 MB
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22. Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.vtt
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10.6 KB
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23. Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.mp4
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58.7 MB
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23. Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.vtt
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8.9 KB
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24. Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.mp4
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97.4 MB
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24. Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.vtt
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12.4 KB
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25. Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.mp4
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11.5 MB
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25. Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.vtt
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2.1 KB
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26. Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4
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127.9 MB
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26. Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.vtt
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12.2 KB
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27. Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.mp4
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82.2 MB
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27. Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.vtt
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9.9 KB
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/06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/
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|
01. Day 1 - Fine-Tuning Large Language Models From Inference to Training.mp4
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95.5 MB
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01. Day 1 - Fine-Tuning Large Language Models From Inference to Training.vtt
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13.2 KB
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02. Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.mp4
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19.8 MB
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02. Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.vtt
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7.6 KB
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03. Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.mp4
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176.3 MB
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03. Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.vtt
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15.2 KB
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04. Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.mp4
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122.3 MB
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04. Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.vtt
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19.3 KB
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05. Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4
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56.5 MB
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05. Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.vtt
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11.1 KB
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06. Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.mp4
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105.5 MB
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06. Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.vtt
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10.2 KB
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07. Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.mp4
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72.5 MB
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07. Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.vtt
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11.9 KB
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08. Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.mp4
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5.7 MB
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08. Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.vtt
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2.2 KB
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09. Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.mp4
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86.9 MB
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09. Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.vtt
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12.0 KB
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10. Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.mp4
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54.7 MB
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10. Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.vtt
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14.6 KB
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11. Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.mp4
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99.9 MB
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11. Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.vtt
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14.5 KB
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12. Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.mp4
|
8.2 MB
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12. Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.vtt
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2.0 KB
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13. Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.mp4
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67.6 MB
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13. Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.vtt
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9.3 KB
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14. Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.mp4
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247.3 MB
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14. Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.vtt
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22.7 KB
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15. Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.mp4
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93.8 MB
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15. Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.vtt
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11.6 KB
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16. Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.mp4
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54.6 MB
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16. Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.vtt
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9.7 KB
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17. Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.mp4
|
61.7 MB
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17. Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.vtt
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7.2 KB
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18. Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.mp4
|
86.4 MB
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18. Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.vtt
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9.3 KB
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19. Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.mp4
|
63.7 MB
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19. Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.vtt
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7.6 KB
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20. Day 3 - Comparing Traditional ML Models From Random to Random Forest.mp4
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27.8 MB
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20. Day 3 - Comparing Traditional ML Models From Random to Random Forest.vtt
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5.3 KB
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21. Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.mp4
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23.6 MB
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21. Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.vtt
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2.0 KB
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22. Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.mp4
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120.6 MB
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22. Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.vtt
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14.2 KB
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23. Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.mp4
|
120.7 MB
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23. Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.vtt
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13.0 KB
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24. Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.mp4
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138.5 MB
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24. Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.vtt
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10.7 KB
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25. Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.mp4
|
27.3 MB
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25. Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.vtt
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4.7 KB
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26. Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.mp4
|
75.0 MB
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26. Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.vtt
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7.8 KB
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27. Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).mp4
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171.4 MB
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27. Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).vtt
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13.2 KB
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28. Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.mp4
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68.3 MB
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28. Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.vtt
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10.8 KB
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29. Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.mp4
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77.8 MB
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29. Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.vtt
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5.4 KB
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30. Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.mp4
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112.6 MB
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30. Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.vtt
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8.9 KB
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31. Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.mp4
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13.5 MB
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31. Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.vtt
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2.4 KB
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32. Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.mp4
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133.8 MB
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32. Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.vtt
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13.8 KB
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/07. Fine-tuned open-source model to compete with Frontier in price prediction/
|
|
01. Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.mp4
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35.4 MB
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01. Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.vtt
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5.1 KB
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02. Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.mp4
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17.9 MB
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02. Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.vtt
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9.1 KB
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03. Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.mp4
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25.0 MB
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03. Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.vtt
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6.8 KB
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04. Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.mp4
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11.6 MB
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04. Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.vtt
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6.7 KB
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05. Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.mp4
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44.5 MB
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05. Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.vtt
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11.1 KB
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06. Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.mp4
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29.3 MB
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06. Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.vtt
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4.5 KB
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07. Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.mp4
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11.6 MB
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07. Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.vtt
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4.6 KB
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08. Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.mp4
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30.1 MB
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08. Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.vtt
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8.1 KB
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09. Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.mp4
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8.4 MB
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09. Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.vtt
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2.2 KB
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10. Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.mp4
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63.7 MB
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10. Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.vtt
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8.3 KB
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11. Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.mp4
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35.3 MB
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11. Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.vtt
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8.0 KB
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12. Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.mp4
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26.5 MB
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12. Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.vtt
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5.9 KB
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13. Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3.1 Base Model.mp4
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73.2 MB
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13. Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3.1 Base Model.vtt
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12.0 KB
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14. Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.mp4
|
45.8 MB
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14. Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.vtt
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7.1 KB
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15. Day 2 - Comparing LLMs GPT-4 vs LLAMA 3.1 in Parameter-Efficient Tuning.mp4
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23.1 MB
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15. Day 2 - Comparing LLMs GPT-4 vs LLAMA 3.1 in Parameter-Efficient Tuning.vtt
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4.3 KB
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16. Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.mp4
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22.6 MB
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16. Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.vtt
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11.5 KB
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17. Day 3 - Understanding Epochs and Batch Sizes in Model Training.mp4
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9.8 MB
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17. Day 3 - Understanding Epochs and Batch Sizes in Model Training.vtt
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5.9 KB
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18. Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.mp4
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12.8 MB
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18. Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.vtt
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6.7 KB
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19. Day 3 - Setting Up the Training Process for Fine-Tuning.mp4
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70.1 MB
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19. Day 3 - Setting Up the Training Process for Fine-Tuning.vtt
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22.6 KB
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20. Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.mp4
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73.4 MB
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20. Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.vtt
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12.9 KB
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21. Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.mp4
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15.3 MB
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21. Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.vtt
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4.2 KB
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22. Day 3 - Monitoring and Managing Training with Weights & Biases.mp4
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10.4 MB
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22. Day 3 - Monitoring and Managing Training with Weights & Biases.vtt
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2.7 KB
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23. Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.mp4
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19.1 MB
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23. Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.vtt
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2.5 KB
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24. Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.mp4
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50.2 MB
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24. Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.vtt
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7.9 KB
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25. Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.mp4
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59.2 MB
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25. Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.vtt
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19.1 KB
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26. Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.mp4
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59.3 MB
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26. Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.vtt
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15.2 KB
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27. Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.mp4
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9.6 MB
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27. Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.vtt
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2.7 KB
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28. Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.mp4
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56.2 MB
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28. Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.vtt
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7.1 KB
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29. Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.mp4
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23.0 MB
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29. Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.vtt
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9.2 KB
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30. Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.mp4
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71.3 MB
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30. Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.vtt
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9.8 KB
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31. Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.mp4
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21.4 MB
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31. Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.vtt
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7.4 KB
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32. Day 5 - Revisiting the Podium Comparing Model Performance Metrics.mp4
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6.5 MB
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32. Day 5 - Revisiting the Podium Comparing Model Performance Metrics.vtt
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3.7 KB
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33. Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.mp4
|
98.0 MB
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33. Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.vtt
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16.2 KB
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34. Day 5 - Visualization of Results Did We Beat GPT-4.mp4
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29.7 MB
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34. Day 5 - Visualization of Results Did We Beat GPT-4.vtt
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3.6 KB
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35. Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.mp4
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31.8 MB
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35. Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.vtt
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5.7 KB
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/08. Week 8 - Build Autonomous multi agent system collaborating with models/
|
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01. Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.mp4
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43.9 MB
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01. Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.vtt
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4.1 KB
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02. Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.mp4
|
56.9 MB
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02. Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.vtt
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11.1 KB
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03. Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.mp4
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17.6 MB
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03. Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.vtt
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5.9 KB
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04. Day 1 - LLAMA on the Cloud Running Large Models Efficiently.mp4
|
64.1 MB
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04. Day 1 - LLAMA on the Cloud Running Large Models Efficiently.vtt
|
19.2 KB
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05. Day 1 - Building a Serverless AI Pricing API Step-by-Step Guide with Modal.mp4
|
154.7 MB
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05. Day 1 - Building a Serverless AI Pricing API Step-by-Step Guide with Modal.vtt
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24.6 KB
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06. Day 1 - Multiple Production Models Ahead Preparing for Advanced RAG Solutions.mp4
|
16.7 MB
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06. Day 1 - Multiple Production Models Ahead Preparing for Advanced RAG Solutions.vtt
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3.9 KB
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07. Day 2 - Implementing Agentic Workflows Frontier Models and Vector Stores in RAG.mp4
|
69.9 MB
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07. Day 2 - Implementing Agentic Workflows Frontier Models and Vector Stores in RAG.vtt
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6.9 KB
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08. Day 2 - Building a Massive Chroma Vector Datastore for Advanced RAG Pipelines.mp4
|
79.6 MB
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08. Day 2 - Building a Massive Chroma Vector Datastore for Advanced RAG Pipelines.vtt
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12.1 KB
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09. Day 2 - Visualizing Vector Spaces Advanced RAG Techniques for Data Exploration.mp4
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43.4 MB
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09. Day 2 - Visualizing Vector Spaces Advanced RAG Techniques for Data Exploration.vtt
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5.8 KB
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10. Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.mp4
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41.6 MB
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10. Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.vtt
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2.8 KB
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11. Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.mp4
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92.8 MB
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11. Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.vtt
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9.8 KB
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12. Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.mp4
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81.5 MB
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12. Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.vtt
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9.0 KB
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13. Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.mp4
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80.4 MB
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13. Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.vtt
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9.2 KB
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14. Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.mp4
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104.2 MB
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14. Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.vtt
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12.1 KB
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15. Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.mp4
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18.5 MB
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15. Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.vtt
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2.2 KB
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16. Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.mp4
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55.3 MB
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16. Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.vtt
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5.3 KB
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17. Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.mp4
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92.4 MB
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17. Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.vtt
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14.9 KB
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18. Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.mp4
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162.4 MB
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18. Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.vtt
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13.1 KB
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19. Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.mp4
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23.4 MB
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19. Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.vtt
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3.7 KB
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20. Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.mp4
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10.5 MB
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20. Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.vtt
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2.3 KB
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21. Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.mp4
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120.5 MB
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21. Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.vtt
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14.3 KB
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22. Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.mp4
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38.6 MB
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22. Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.vtt
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12.4 KB
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23. Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.mp4
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42.3 MB
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23. Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.vtt
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9.7 KB
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24. Day 4 - Building an Agent Framework Connecting LLMs and Python Code.mp4
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124.2 MB
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24. Day 4 - Building an Agent Framework Connecting LLMs and Python Code.vtt
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18.9 KB
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25. Day 4 - Completing Agentic Workflows Scaling for Business Applications.mp4
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56.5 MB
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25. Day 4 - Completing Agentic Workflows Scaling for Business Applications.vtt
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6.2 KB
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26. Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.mp4
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24.5 MB
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26. Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.vtt
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3.5 KB
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27. Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.mp4
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111.9 MB
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27. Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.vtt
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12.9 KB
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28. Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.mp4
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39.1 MB
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28. Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.vtt
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9.4 KB
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29. Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.mp4
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23.2 MB
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29. Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.vtt
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5.3 KB
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30. Day 5 - Analyzing Results Monitoring Agent Framework Performance.mp4
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10.6 MB
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30. Day 5 - Analyzing Results Monitoring Agent Framework Performance.vtt
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2.9 KB
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31. Day 5 - AI Project Retrospective 8-Week Journey to Becoming an LLM Engineer.mp4
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82.0 MB
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31. Day 5 - AI Project Retrospective 8-Week Journey to Becoming an LLM Engineer.vtt
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7.8 KB
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Total files 450
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