FreeCourseSite com Udemy LLM Engineering Master AI Large Language Models LLMs

/0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/.../0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/1 - Five Pre Black Friday Extras (Download them now)/

1 - Data Science & LLM Career Guide - Extra Video.html

1 - Difference Between ML DL AI.html

1 - Future AI Trends - Extra Video.html

1 - Practical guide Building LLM apps using tools like PyCharm and Streamlit.html

1 - Types of Neural Networks.html

1 -Difference-Between-ML-DL-AI.pdf

1 -Types of Neural Networks.pdf

[CourseClub.Me].url

[FreeCourseSite.com].url

/.../0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/

1 -Day 1 - Cold Open Jumping Right into LLM Engineering.en_US.vtt

1 -Day 1 - Cold Open Jumping Right into LLM Engineering.ja_JP.vtt

1 -Day 1 - Cold Open Jumping Right into LLM Engineering.mp4

10 -Day 1 - Alternative Setup Using Virtualenv for Python Environment.en_US.vtt

10 -Day 1 - Alternative Setup Using Virtualenv for Python Environment.ja_JP.vtt

10 -Day 1 - Alternative Setup Using Virtualenv for Python Environment.mp4

11 -Day 1 - Setting Up OpenAI API Connecting to Powerful Frontier Models.en_US.vtt

11 -Day 1 - Setting Up OpenAI API Connecting to Powerful Frontier Models.ja_JP.vtt

11 -Day 1 - Setting Up OpenAI API Connecting to Powerful Frontier Models.mp4

12 -Day 1 - Creating a .env File for Storing API Keys Safely.en_US.vtt

12 -Day 1 - Creating a .env File for Storing API Keys Safely.ja_JP.vtt

12 -Day 1 - Creating a .env File for Storing API Keys Safely.mp4

13 -Day 1 - Running JupyterLab for Interactive Coding Projects.en_US.vtt

13 -Day 1 - Running JupyterLab for Interactive Coding Projects.ja_JP.vtt

13 -Day 1 - Running JupyterLab for Interactive Coding Projects.mp4

14 -Day 1 - First LLM Experiment Building a Summarization Project.en_US.vtt

14 -Day 1 - First LLM Experiment Building a Summarization Project.ja_JP.vtt

14 -Day 1 - First LLM Experiment Building a Summarization Project.mp4

15 -Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.en_US.vtt

15 -Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.ja_JP.vtt

15 -Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.mp4

16 -Day 2 - Recap and Day’s Overview Building on Day 1 Achievements.en_US.vtt

16 -Day 2 - Recap and Day’s Overview Building on Day 1 Achievements.ja_JP.vtt

16 -Day 2 - Recap and Day’s Overview Building on Day 1 Achievements.mp4

17 -Day 2 - Introduction to Frontier LLMs Exploring Cutting-Edge Models.en_US.vtt

17 -Day 2 - Introduction to Frontier LLMs Exploring Cutting-Edge Models.ja_JP.vtt

17 -Day 2 - Introduction to Frontier LLMs Exploring Cutting-Edge Models.mp4

18 -Day 2 - Exercise Using Python to Call Ollama Locally for Summarization.en_US.vtt

18 -Day 2 - Exercise Using Python to Call Ollama Locally for Summarization.ja_JP.vtt

18 -Day 2 - Exercise Using Python to Call Ollama Locally for Summarization.mp4

19 -Day 2 - Wrapping Up Summarization with OpenAI and Ollama Compared.en_US.vtt

19 -Day 2 - Wrapping Up Summarization with OpenAI and Ollama Compared.ja_JP.vtt

19 -Day 2 - Wrapping Up Summarization with OpenAI and Ollama Compared.mp4

2 -Day 1 - Setting Up Ollama Running Your First LLM Locally.en_US.vtt

2 -Day 1 - Setting Up Ollama Running Your First LLM Locally.ja_JP.vtt

2 -Day 1 - Setting Up Ollama Running Your First LLM Locally.mp4

20 -Day 3 - Introduction to Frontier Models Understanding LLM Capabilities.en_US.vtt

20 -Day 3 - Introduction to Frontier Models Understanding LLM Capabilities.ja_JP.vtt

20 -Day 3 - Introduction to Frontier Models Understanding LLM Capabilities.mp4

21 -Day 3 - Comparing Leading LLMs Strengths and Business Applications.en_US.vtt

21 -Day 3 - Comparing Leading LLMs Strengths and Business Applications.ja_JP.vtt

21 -Day 3 - Comparing Leading LLMs Strengths and Business Applications.mp4

22 -Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.en_US.vtt

22 -Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.ja_JP.vtt

22 -Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.mp4

23 -Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.en_US.vtt

23 -Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.ja_JP.vtt

23 -Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.mp4

24 -Day 3 - Claude 3.5’s Alignment and Artifact Creation A Deep Dive.en_US.vtt

24 -Day 3 - Claude 3.5’s Alignment and Artifact Creation A Deep Dive.ja_JP.vtt

24 -Day 3 - Claude 3.5’s Alignment and Artifact Creation A Deep Dive.mp4

25 -Day 3 - Insights into Gemini and Cohere Strengths and Limitations.en_US.vtt

25 -Day 3 - Insights into Gemini and Cohere Strengths and Limitations.ja_JP.vtt

25 -Day 3 - Insights into Gemini and Cohere Strengths and Limitations.mp4

26 -Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.en_US.vtt

26 -Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.ja_JP.vtt

26 -Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.mp4

27 -Day 3 - Wrapping Up Day 3 Key Learnings and Comparative Analysis.en_US.vtt

27 -Day 3 - Wrapping Up Day 3 Key Learnings and Comparative Analysis.ja_JP.vtt

27 -Day 3 - Wrapping Up Day 3 Key Learnings and Comparative Analysis.mp4

28 -Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.en_US.vtt

28 -Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.ja_JP.vtt

28 -Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.mp4

29 -Day 4 - Exploring the Journey of AI From Early Models to Transformers.en_US.vtt

29 -Day 4 - Exploring the Journey of AI From Early Models to Transformers.ja_JP.vtt

29 -Day 4 - Exploring the Journey of AI From Early Models to Transformers.mp4

3 -Day 1 - Exploring Ollama and Building a Language Tutor.en_US.vtt

3 -Day 1 - Exploring Ollama and Building a Language Tutor.ja_JP.vtt

3 -Day 1 - Exploring Ollama and Building a Language Tutor.mp4

30 -Day 4 - Understanding LLM Parameters From Weights to Model Complexity.en_US.vtt

30 -Day 4 - Understanding LLM Parameters From Weights to Model Complexity.ja_JP.vtt

30 -Day 4 - Understanding LLM Parameters From Weights to Model Complexity.mp4

31 -Day 4 - Tokens Explained The Building Blocks of LLM Input and Output.en_US.vtt

31 -Day 4 - Tokens Explained The Building Blocks of LLM Input and Output.ja_JP.vtt

31 -Day 4 - Tokens Explained The Building Blocks of LLM Input and Output.mp4

32 -Day 4 - The Context Window Managing Conversation Length in LLMs.en_US.vtt

32 -Day 4 - The Context Window Managing Conversation Length in LLMs.ja_JP.vtt

32 -Day 4 - The Context Window Managing Conversation Length in LLMs.mp4

33 -Day 4 - API Costs Demystified Budgeting for Your LLM Projects.en_US.vtt

33 -Day 4 - API Costs Demystified Budgeting for Your LLM Projects.ja_JP.vtt

33 -Day 4 - API Costs Demystified Budgeting for Your LLM Projects.mp4

34 -Day 4 - Comparing Model Costs and Context Window Capabilities.en_US.vtt

34 -Day 4 - Comparing Model Costs and Context Window Capabilities.ja_JP.vtt

34 -Day 4 - Comparing Model Costs and Context Window Capabilities.mp4

35 -Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.en_US.vtt

35 -Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.ja_JP.vtt

35 -Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.mp4

36 -Day 5 - Kicking Off Day 5 Overview of Brochure Project and Objectives.en_US.vtt

36 -Day 5 - Kicking Off Day 5 Overview of Brochure Project and Objectives.ja_JP.vtt

36 -Day 5 - Kicking Off Day 5 Overview of Brochure Project and Objectives.mp4

37 -Day 5 - Back to JupyterLab Preparing for the Business Brochure Project.en_US.vtt

37 -Day 5 - Back to JupyterLab Preparing for the Business Brochure Project.ja_JP.vtt

37 -Day 5 - Back to JupyterLab Preparing for the Business Brochure Project.mp4

38 -Day 5 - Gathering Information from Web Links Using LLMs.en_US.vtt

38 -Day 5 - Gathering Information from Web Links Using LLMs.ja_JP.vtt

38 -Day 5 - Gathering Information from Web Links Using LLMs.mp4

39 -Day 5 - Creating and Formatting Responses for Brochure Content.en_US.vtt

39 -Day 5 - Creating and Formatting Responses for Brochure Content.ja_JP.vtt

39 -Day 5 - Creating and Formatting Responses for Brochure Content.mp4

4 -Day 1 - Overview of the 8-Week LLM Engineering Journey.en_US.vtt

4 -Day 1 - Overview of the 8-Week LLM Engineering Journey.ja_JP.vtt

4 -Day 1 - Overview of the 8-Week LLM Engineering Journey.mp4

40 -Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.en_US.vtt

40 -Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.ja_JP.vtt

40 -Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.mp4

41 -Day 5 - Challenge Enhancing the Project with Multi-shot Prompting.en_US.vtt

41 -Day 5 - Challenge Enhancing the Project with Multi-shot Prompting.ja_JP.vtt

41 -Day 5 - Challenge Enhancing the Project with Multi-shot Prompting.mp4

42 -Day 5 - Assignment Developing Your Customized LLM-Based Tutor.en_US.vtt

42 -Day 5 - Assignment Developing Your Customized LLM-Based Tutor.ja_JP.vtt

42 -Day 5 - Assignment Developing Your Customized LLM-Based Tutor.mp4

43 -Day 5 - Wrapping Up Week 1 Achievements and Next Steps.en_US.vtt

43 -Day 5 - Wrapping Up Week 1 Achievements and Next Steps.ja_JP.vtt

43 -Day 5 - Wrapping Up Week 1 Achievements and Next Steps.mp4

5 -Day 1 - Commercial Projects and Exercises Applying Your Skills.en_US.vtt

5 -Day 1 - Commercial Projects and Exercises Applying Your Skills.ja_JP.vtt

5 -Day 1 - Commercial Projects and Exercises Applying Your Skills.mp4

6 -Day 1 - Introduction to Your Instructor Ed Donner’s Background.en_US.vtt

6 -Day 1 - Introduction to Your Instructor Ed Donner’s Background.ja_JP.vtt

6 -Day 1 - Introduction to Your Instructor Ed Donner’s Background.mp4

7 -Day 1 - Starting Your LLM Environment Setup.en_US.vtt

7 -Day 1 - Starting Your LLM Environment Setup.ja_JP.vtt

7 -Day 1 - Starting Your LLM Environment Setup.mp4

8 -Day 1 - Mac Setup Creating a Data Science Environment with Anaconda.en_US.vtt

8 -Day 1 - Mac Setup Creating a Data Science Environment with Anaconda.ja_JP.vtt

8 -Day 1 - Mac Setup Creating a Data Science Environment with Anaconda.mp4

9 -Day 1 - Windows Setup Building Your Data Science Environment.en_US.vtt

9 -Day 1 - Windows Setup Building Your Data Science Environment.ja_JP.vtt

9 -Day 1 - Windows Setup Building Your Data Science Environment.mp4

[CourseClub.Me].url

[FreeCourseSite.com].url

/.../0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/

1 -Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.en_US.vtt

1 -Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.ja_JP.vtt

1 -Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.mp4

10 -Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.en_US.vtt

10 -Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.ja_JP.vtt

10 -Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.mp4

11 -Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.en_US.vtt

11 -Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.ja_JP.vtt

11 -Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.mp4

12 -Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.en_US.vtt

12 -Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.ja_JP.vtt

12 -Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.mp4

13 -Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.en_US.vtt

13 -Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.ja_JP.vtt

13 -Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.mp4

14 -Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.en_US.vtt

14 -Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.ja_JP.vtt

14 -Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.mp4

15 -Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.en_US.vtt

15 -Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.ja_JP.vtt

15 -Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.mp4

16 -Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.en_US.vtt

16 -Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.ja_JP.vtt

16 -Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.mp4

17 -Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.en_US.vtt

17 -Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.ja_JP.vtt

17 -Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.mp4

18 -Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.en_US.vtt

18 -Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.ja_JP.vtt

18 -Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.mp4

19 -Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.en_US.vtt

19 -Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.ja_JP.vtt

19 -Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.mp4

2 -Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.en_US.vtt

2 -Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.ja_JP.vtt

2 -Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.mp4

20 -Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.en_US.vtt

20 -Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.ja_JP.vtt

20 -Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.mp4

21 -Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.en_US.vtt

21 -Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.ja_JP.vtt

21 -Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.mp4

3 -Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.en_US.vtt

3 -Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.ja_JP.vtt

3 -Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.mp4

4 -Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.en_US.vtt

4 -Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.ja_JP.vtt

4 -Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.mp4

5 -Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.en_US.vtt

5 -Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.ja_JP.vtt

5 -Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.mp4

6 -Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.en_US.vtt

6 -Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.ja_JP.vtt

6 -Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.mp4

7 -Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.en_US.vtt

7 -Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.ja_JP.vtt

7 -Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.mp4

8 -Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.en_US.vtt

8 -Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.ja_JP.vtt

8 -Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.mp4

9 -Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.en_US.vtt

9 -Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.ja_JP.vtt

9 -Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.mp4

[CourseClub.Me].url

[FreeCourseSite.com].url

/.../0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/

1 -Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.en_US.vtt

1 -Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.ja_JP.vtt

1 -Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.mp4

10 -Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3.1 Model.en_US.vtt

10 -Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3.1 Model.ja_JP.vtt

10 -Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3.1 Model.mp4

11 -Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.en_US.vtt

11 -Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.ja_JP.vtt

11 -Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.mp4

12 -Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.en_US.vtt

12 -Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.ja_JP.vtt

12 -Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.mp4

13 -Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.en_US.vtt

13 -Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.ja_JP.vtt

13 -Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.mp4

14 -Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.en_US.vtt

14 -Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.ja_JP.vtt

14 -Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.mp4

15 -Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.en_US.vtt

15 -Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.ja_JP.vtt

15 -Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.mp4

16 -Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.en_US.vtt

16 -Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.ja_JP.vtt

16 -Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.mp4

17 -Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.en_US.vtt

17 -Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.ja_JP.vtt

17 -Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.mp4

18 -Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.en_US.vtt

18 -Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.ja_JP.vtt

18 -Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.mp4

19 -Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.en_US.vtt

19 -Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.ja_JP.vtt

19 -Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.mp4

2 -Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.en_US.vtt

2 -Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.ja_JP.vtt

2 -Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.mp4

3 -Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.en_US.vtt

3 -Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.ja_JP.vtt

3 -Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.mp4

4 -Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.en_US.vtt

4 -Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.ja_JP.vtt

4 -Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.mp4

5 -Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.en_US.vtt

5 -Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.ja_JP.vtt

5 -Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.mp4

6 -Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.en_US.vtt

6 -Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.ja_JP.vtt

6 -Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.mp4

7 -Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.en_US.vtt

7 -Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.ja_JP.vtt

7 -Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.mp4

8 -Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.en_US.vtt

8 -Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.ja_JP.vtt

8 -Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.mp4

9 -Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.en_US.vtt

9 -Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.ja_JP.vtt

9 -Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.mp4

[CourseClub.Me].url

[FreeCourseSite.com].url

/.../0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/

1 -Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.en_US.vtt

1 -Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.ja_JP.vtt

1 -Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.mp4

10 -Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.en_US.vtt

10 -Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.ja_JP.vtt

10 -Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.mp4

11 -Day 2 - Commercial Applications of Large Language Models From Law to Education.en_US.vtt

11 -Day 2 - Commercial Applications of Large Language Models From Law to Education.ja_JP.vtt

11 -Day 2 - Commercial Applications of Large Language Models From Law to Education.mp4

12 -Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.en_US.vtt

12 -Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.ja_JP.vtt

12 -Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.mp4

13 -Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.en_US.vtt

13 -Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.ja_JP.vtt

13 -Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.mp4

14 -Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3.5 Sonnet.en_US.vtt

14 -Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3.5 Sonnet.ja_JP.vtt

14 -Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3.5 Sonnet.mp4

15 -Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3.5.en_US.vtt

15 -Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3.5.ja_JP.vtt

15 -Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3.5.mp4

16 -Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.en_US.vtt

16 -Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.ja_JP.vtt

16 -Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.mp4

17 -Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.en_US.vtt

17 -Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.ja_JP.vtt

17 -Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.mp4

18 -Day 3 - Building a Gradio UI for Code Generation with Large Language Models.mp4

19 -Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.en_US.vtt

19 -Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.ja_JP.vtt

19 -Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.mp4

2 -Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.en_US.vtt

2 -Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.ja_JP.vtt

2 -Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.mp4

20 -Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.en_US.vtt

20 -Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.ja_JP.vtt

20 -Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.mp4

21 -Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.en_US.vtt

21 -Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.ja_JP.vtt

21 -Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.mp4

22 -Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.en_US.vtt

22 -Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.ja_JP.vtt

22 -Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.mp4

23 -Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.en_US.vtt

23 -Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.ja_JP.vtt

23 -Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.mp4

24 -Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.en_US.vtt

24 -Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.ja_JP.vtt

24 -Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.mp4

25 -Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.en_US.vtt

25 -Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.ja_JP.vtt

25 -Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.mp4

26 -Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.en_US.vtt

26 -Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.ja_JP.vtt

26 -Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4

27 -Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.en_US.vtt

27 -Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.ja_JP.vtt

27 -Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.mp4

3 -Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.en_US.vtt

3 -Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.ja_JP.vtt

3 -Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.mp4

4 -Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.en_US.vtt

4 -Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.ja_JP.vtt

4 -Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.mp4

5 -Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.en_US.vtt

5 -Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.ja_JP.vtt

5 -Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.mp4

6 -Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.en_US.vtt

6 -Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.ja_JP.vtt

6 -Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.mp4

7 -Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.en_US.vtt

7 -Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.ja_JP.vtt

7 -Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.mp4

8 -Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.en_US.vtt

8 -Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.ja_JP.vtt

8 -Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.mp4

9 -Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.en_US.vtt

9 -Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.ja_JP.vtt

9 -Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.mp4

[CourseClub.Me].url

[FreeCourseSite.com].url

/.../0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/

1 -Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.en_US.vtt

1 -Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.ja_JP.vtt

1 -Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.mp4

10 -Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.en_US.vtt

10 -Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.ja_JP.vtt

10 -Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.mp4

11 -Day 4 - Master RAG Pipeline Building Efficient RAG Systems.en_US.vtt

11 -Day 4 - Master RAG Pipeline Building Efficient RAG Systems.ja_JP.vtt

11 -Day 4 - Master RAG Pipeline Building Efficient RAG Systems.mp4

12 -Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.en_US.vtt

12 -Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.ja_JP.vtt

12 -Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.mp4

13 -Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.en_US.vtt

13 -Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.ja_JP.vtt

13 -Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.mp4

14 -Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.en_US.vtt

14 -Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.ja_JP.vtt

14 -Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.mp4

15 -Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.en_US.vtt

15 -Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.ja_JP.vtt

15 -Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.mp4

16 -Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.en_US.vtt

16 -Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.ja_JP.vtt

16 -Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.mp4

17 -Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.en_US.vtt

17 -Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.ja_JP.vtt

17 -Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.mp4

2 -Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.en_US.vtt

2 -Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.ja_JP.vtt

2 -Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.mp4

3 -Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.en_US.vtt

3 -Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.ja_JP.vtt

3 -Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.mp4

4 -Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.en_US.vtt

4 -Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.ja_JP.vtt

4 -Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.mp4

5 -Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.en_US.vtt

5 -Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.ja_JP.vtt

5 -Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.mp4

6 -Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.en_US.vtt

6 -Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.ja_JP.vtt

6 -Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.mp4

7 -Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.en_US.vtt

7 -Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.ja_JP.vtt

7 -Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.mp4

8 -Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.en_US.vtt

8 -Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.ja_JP.vtt

8 -Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.mp4

9 -Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.en_US.vtt

9 -Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.ja_JP.vtt

9 -Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.mp4

[CourseClub.Me].url

[FreeCourseSite.com].url

/.../0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/

1 -Day 1 - Fine-Tuning Large Language Models From Inference to Training.en_US.vtt

1 -Day 1 - Fine-Tuning Large Language Models From Inference to Training.ja_JP.vtt

1 -Day 1 - Fine-Tuning Large Language Models From Inference to Training.mp4

10 -Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.en_US.vtt

10 -Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.ja_JP.vtt

10 -Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.mp4

11 -Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.en_US.vtt

11 -Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.ja_JP.vtt

11 -Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.mp4

12 -Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.en_US.vtt

12 -Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.ja_JP.vtt

12 -Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.mp4

13 -Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.en_US.vtt

13 -Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.ja_JP.vtt

13 -Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.mp4

14 -Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.en_US.vtt

14 -Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.ja_JP.vtt

14 -Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.mp4

15 -Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.en_US.vtt

15 -Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.ja_JP.vtt

15 -Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.mp4

16 -Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.en_US.vtt

16 -Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.ja_JP.vtt

16 -Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.mp4

17 -Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.en_US.vtt

17 -Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.ja_JP.vtt

17 -Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.mp4

18 -Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.en_US.vtt

18 -Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.ja_JP.vtt

18 -Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.mp4

19 -Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.en_US.vtt

19 -Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.ja_JP.vtt

19 -Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.mp4

2 -Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.en_US.vtt

2 -Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.ja_JP.vtt

2 -Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.mp4

20 -Day 3 - Comparing Traditional ML Models From Random to Random Forest.en_US.vtt

20 -Day 3 - Comparing Traditional ML Models From Random to Random Forest.ja_JP.vtt

20 -Day 3 - Comparing Traditional ML Models From Random to Random Forest.mp4

21 -Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.en_US.vtt

21 -Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.ja_JP.vtt

21 -Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.mp4

22 -Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.en_US.vtt

22 -Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.ja_JP.vtt

22 -Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.mp4

23 -Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.en_US.vtt

23 -Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.ja_JP.vtt

23 -Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.mp4

24 -Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.en_US.vtt

24 -Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.ja_JP.vtt

24 -Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.mp4

25 -Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.en_US.vtt

25 -Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.ja_JP.vtt

25 -Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.mp4

26 -Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.en_US.vtt

26 -Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.ja_JP.vtt

26 -Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.mp4

27 -Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).en_US.vtt

27 -Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).ja_JP.vtt

27 -Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).mp4

28 -Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.en_US.vtt

28 -Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.ja_JP.vtt

28 -Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.mp4

29 -Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.en_US.vtt

29 -Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.ja_JP.vtt

29 -Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.mp4

3 -Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.en_US.vtt

3 -Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.ja_JP.vtt

3 -Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.mp4

30 -Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.en_US.vtt

30 -Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.ja_JP.vtt

30 -Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.mp4

31 -Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.en_US.vtt

31 -Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.ja_JP.vtt

31 -Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.mp4

32 -Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.en_US.vtt

32 -Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.ja_JP.vtt

32 -Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.mp4

4 -Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.en_US.vtt

4 -Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.ja_JP.vtt

4 -Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.mp4

5 -Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.en_US.vtt

5 -Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.ja_JP.vtt

5 -Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4

6 -Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.en_US.vtt

6 -Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.ja_JP.vtt

6 -Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.mp4

7 -Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.en_US.vtt

7 -Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.ja_JP.vtt

7 -Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.mp4

8 -Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.en_US.vtt

8 -Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.ja_JP.vtt

8 -Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.mp4

9 -Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.en_US.vtt

9 -Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.ja_JP.vtt

9 -Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.mp4

[CourseClub.Me].url

[FreeCourseSite.com].url

/.../0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/8 - Fine-tuned open-source model to compete with Frontier in price prediction/

1 -Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.en_US.vtt

1 -Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.ja_JP.vtt

1 -Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.mp4

10 -Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.en_US.vtt

10 -Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.ja_JP.vtt

10 -Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.mp4

11 -Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.en_US.vtt

11 -Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.ja_JP.vtt

11 -Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.mp4

12 -Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.en_US.vtt

12 -Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.ja_JP.vtt

12 -Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.mp4

13 -Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3.1 Base Model.en_US.vtt

13 -Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3.1 Base Model.ja_JP.vtt

13 -Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3.1 Base Model.mp4

14 -Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.en_US.vtt

14 -Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.ja_JP.vtt

14 -Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.mp4

15 -Day 2 - Comparing LLMs GPT-4 vs LLAMA 3.1 in Parameter-Efficient Tuning.en_US.vtt

15 -Day 2 - Comparing LLMs GPT-4 vs LLAMA 3.1 in Parameter-Efficient Tuning.ja_JP.vtt

15 -Day 2 - Comparing LLMs GPT-4 vs LLAMA 3.1 in Parameter-Efficient Tuning.mp4

16 -Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.en_US.vtt

16 -Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.ja_JP.vtt

16 -Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.mp4

17 -Day 3 - Understanding Epochs and Batch Sizes in Model Training.en_US.vtt

17 -Day 3 - Understanding Epochs and Batch Sizes in Model Training.ja_JP.vtt

17 -Day 3 - Understanding Epochs and Batch Sizes in Model Training.mp4

18 -Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.en_US.vtt

18 -Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.ja_JP.vtt

18 -Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.mp4

19 -Day 3 - Setting Up the Training Process for Fine-Tuning.en_US.vtt

19 -Day 3 - Setting Up the Training Process for Fine-Tuning.ja_JP.vtt

19 -Day 3 - Setting Up the Training Process for Fine-Tuning.mp4

2 -Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.en_US.vtt

2 -Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.ja_JP.vtt

2 -Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.mp4

20 -Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.en_US.vtt

20 -Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.ja_JP.vtt

20 -Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.mp4

21 -Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.en_US.vtt

21 -Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.ja_JP.vtt

21 -Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.mp4

22 -Day 3 - Monitoring and Managing Training with Weights & Biases.en_US.vtt

22 -Day 3 - Monitoring and Managing Training with Weights & Biases.ja_JP.vtt

22 -Day 3 - Monitoring and Managing Training with Weights & Biases.mp4

23 -Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.en_US.vtt

23 -Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.ja_JP.vtt

23 -Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.mp4

24 -Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.en_US.vtt

24 -Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.ja_JP.vtt

24 -Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.mp4

25 -Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.en_US.vtt

25 -Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.ja_JP.vtt

25 -Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.mp4

26 -Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.en_US.vtt

26 -Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.ja_JP.vtt

26 -Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.mp4

27 -Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.en_US.vtt

27 -Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.ja_JP.vtt

27 -Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.mp4

28 -Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.en_US.vtt

28 -Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.ja_JP.vtt

28 -Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.mp4

29 -Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.en_US.vtt

29 -Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.ja_JP.vtt

29 -Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.mp4

3 -Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.en_US.vtt

3 -Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.ja_JP.vtt

3 -Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.mp4

30 -Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.en_US.vtt

30 -Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.ja_JP.vtt

30 -Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.mp4

31 -Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.en_US.vtt

31 -Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.ja_JP.vtt

31 -Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.mp4

32 -Day 5 - Revisiting the Podium Comparing Model Performance Metrics.en_US.vtt

32 -Day 5 - Revisiting the Podium Comparing Model Performance Metrics.ja_JP.vtt

32 -Day 5 - Revisiting the Podium Comparing Model Performance Metrics.mp4

33 -Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.en_US.vtt

33 -Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.ja_JP.vtt

33 -Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.mp4

34 -Day 5 - Visualization of Results Did We Beat GPT-4.en_US.vtt

34 -Day 5 - Visualization of Results Did We Beat GPT-4.ja_JP.vtt

34 -Day 5 - Visualization of Results Did We Beat GPT-4.mp4

35 -Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.en_US.vtt

35 -Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.ja_JP.vtt

35 -Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.mp4

4 -Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.en_US.vtt

4 -Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.ja_JP.vtt

4 -Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.mp4

5 -Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.en_US.vtt

5 -Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.ja_JP.vtt

5 -Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.mp4

6 -Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.en_US.vtt

6 -Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.ja_JP.vtt

6 -Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.mp4

7 -Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.en_US.vtt

7 -Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.ja_JP.vtt

7 -Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.mp4

8 -Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.en_US.vtt

8 -Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.ja_JP.vtt

8 -Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.mp4

9 -Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.en_US.vtt

9 -Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.ja_JP.vtt

9 -Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.mp4

[CourseClub.Me].url

[FreeCourseSite.com].url

/.../0. Websites you may like/

[CourseClub.Me].url

[FreeCourseSite.com].url

/9 - Week 8 - Build Autonomous multi agent system collaborating with models/

1 -Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.en_US.vtt

1 -Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.ja_JP.vtt

1 -Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.mp4

10 -Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.en_US.vtt

10 -Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.ja_JP.vtt

10 -Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.mp4

11 -Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.en_US.vtt

11 -Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.ja_JP.vtt

11 -Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.mp4

12 -Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.en_US.vtt

12 -Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.ja_JP.vtt

12 -Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.mp4

13 -Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.en_US.vtt

13 -Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.ja_JP.vtt

13 -Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.mp4

14 -Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.en_US.vtt

14 -Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.ja_JP.vtt

14 -Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.mp4

15 -Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.en_US.vtt

15 -Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.ja_JP.vtt

15 -Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.mp4

16 -Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.en_US.vtt

16 -Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.ja_JP.vtt

16 -Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.mp4

17 -Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.en_US.vtt

17 -Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.ja_JP.vtt

17 -Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.mp4

18 -Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.en_US.vtt

18 -Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.ja_JP.vtt

18 -Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.mp4

19 -Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.en_US.vtt

19 -Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.ja_JP.vtt

19 -Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.mp4

2 -Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.en_US.vtt

2 -Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.ja_JP.vtt

2 -Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.mp4

20 -Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.en_US.vtt

20 -Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.ja_JP.vtt

20 -Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.mp4

21 -Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.en_US.vtt

21 -Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.ja_JP.vtt

21 -Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.mp4

22 -Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.en_US.vtt

22 -Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.ja_JP.vtt

22 -Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.mp4

23 -Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.en_US.vtt

23 -Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.ja_JP.vtt

23 -Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.mp4

24 -Day 4 - Building an Agent Framework Connecting LLMs and Python Code.en_US.vtt

24 -Day 4 - Building an Agent Framework Connecting LLMs and Python Code.ja_JP.vtt

24 -Day 4 - Building an Agent Framework Connecting LLMs and Python Code.mp4

25 -Day 4 - Completing Agentic Workflows Scaling for Business Applications.en_US.vtt

25 -Day 4 - Completing Agentic Workflows Scaling for Business Applications.ja_JP.vtt

25 -Day 4 - Completing Agentic Workflows Scaling for Business Applications.mp4

26 -Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.en_US.vtt

26 -Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.ja_JP.vtt

26 -Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.mp4

27 -Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.en_US.vtt

27 -Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.ja_JP.vtt

27 -Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.mp4

28 -Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.en_US.vtt

28 -Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.ja_JP.vtt

28 -Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.mp4

29 -Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.en_US.vtt

29 -Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.ja_JP.vtt

29 -Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.mp4

3 -Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.en_US.vtt

3 -Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.ja_JP.vtt

3 -Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.mp4

30 -Day 5 - Analyzing Results Monitoring Agent Framework Performance.en_US.vtt

30 -Day 5 - Analyzing Results Monitoring Agent Framework Performance.ja_JP.vtt

30 -Day 5 - Analyzing Results Monitoring Agent Framework Performance.mp4

31 -Day 5 - AI Project Retrospective 8-Week Journey to Becoming an LLM Engineer.ja_JP.vtt

31 -Day 5 - AI Project Retrospective 8-Week Journey to Becoming an LLM Engineer.mp4