The Complete Generative AI and Python Programming Bootcamp |
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Total Size |
10.2 GB |
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Total Files |
507 |
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Last Seen |
2025-07-17 00:30 |
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Hash |
CBB46F35C2E82442CFF90BEE8F2646A752AE6494 |
/01. Getting Started with Python & Generative AI/ |
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1. Welcome to the Python Programming & Generative AI Bootcamp.mp4 |
43.4 MB |
1. Welcome to the Python Programming & Generative AI Bootcamp.vtt |
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/02. Setting Up Your Python Environment/ |
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/03. Python Basics/ |
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10. Key Python Operators Comparison, Assignment, and Identity Operators.mp4 |
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10. Key Python Operators Comparison, Assignment, and Identity Operators.vtt |
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11.5 Assignment, Comparison and Identity Operators Quiz.html |
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/04. Essential Python Data Structures/ |
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31.2 MB |
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4. Core String Operations Indexing, Slicing, Concatenating.mp4 |
32.8 MB |
4. Core String Operations Indexing, Slicing, Concatenating.vtt |
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20. List Comprehensions Efficiently Creating and Modifying Lists.mp4 |
32.0 MB |
20. List Comprehensions Efficiently Creating and Modifying Lists.vtt |
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31. Dictionary Operations Accessing, Updating, .get(), .keys(), and .values().mp4 |
34.2 MB |
31. Dictionary Operations Accessing, Updating, .get(), .keys(), and .values().vtt |
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/05. Program Flow Control and Loops/ |
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/06. Functions and Lambda Expressions/ |
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/07. Working with Files and Data/ |
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17.2 MB |
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61.0 MB |
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10. Challenges Test Your Skills - Working With Text Files.html |
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/08. Regular Expressions for Text Processing/ |
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/09. Errors, Exception Handling, and Debugging/ |
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45.1 MB |
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2. Mastering Exception Handling Try...Except...Else...Finally.mp4 |
32.9 MB |
2. Mastering Exception Handling Try...Except...Else...Finally.vtt |
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70.3 MB |
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/10. Object-Oriented Programming (OOP) Essentials/ |
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25.3 MB |
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99.5 MB |
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/11. Important Milestones/ |
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39.1 MB |
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/12. Python Modules/ |
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20.2 MB |
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65.1 MB |
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4. Using __name__ == '__main__' for Modular and Reusable Code.mp4 |
23.2 MB |
4. Using __name__ == '__main__' for Modular and Reusable Code.vtt |
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40.1 MB |
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/13. Jupyter Notebook, Google Colab and Virtual Environments/ |
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1. Setting Up Jupyter Notebook and Virtual Environments with venv.mp4 |
107.5 MB |
1. Setting Up Jupyter Notebook and Virtual Environments with venv.vtt |
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39.2 MB |
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40.8 MB |
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/14. Essential Python Libraries for GenAI Requests & Pandas/ |
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1. Getting Started with the requests and httpx Libraries in Python.mp4 |
33.0 MB |
1. Getting Started with the requests and httpx Libraries in Python.vtt |
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34.5 MB |
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3. Managing HTTP Authentication and Headers (OpenAI API).mp4 |
80.4 MB |
3. Managing HTTP Authentication and Headers (OpenAI API).vtt |
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4. Setting Up the Environment Jupyter Notebook and Pandas.mp4 |
56.7 MB |
4. Setting Up the Environment Jupyter Notebook and Pandas.vtt |
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7. Exporting Data to Different Formats Excel, JSON, SQL, YAML.mp4 |
60.3 MB |
7. Exporting Data to Different Formats Excel, JSON, SQL, YAML.vtt |
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16.9 MB |
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10. Sampling and Previewing Data Using df.sample() and df.head().mp4 |
36.7 MB |
10. Sampling and Previewing Data Using df.sample() and df.head().vtt |
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/15. Introduction to LLMs, APIs and GenAI Libraries/ |
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5. OpenAI Playground, Google AI Studio, and Anthropic Workbench.mp4 |
47.3 MB |
5. OpenAI Playground, Google AI Studio, and Anthropic Workbench.vtt |
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7. The State of AI Present and Future – The Good and the Bad.mp4 |
98.1 MB |
7. The State of AI Present and Future – The Good and the Bad.vtt |
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/16. Diving into OpenAI API with Python/ |
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8. Chat Completions API Parameters top_p, max_tokens, frequency penalty.mp4 |
117.0 MB |
8. Chat Completions API Parameters top_p, max_tokens, frequency penalty.vtt |
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9. AI That Thinks Diving into OpenAI’s Reasoning Models (o1 and o3).mp4 |
71.8 MB |
9. AI That Thinks Diving into OpenAI’s Reasoning Models (o1 and o3).vtt |
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/17. Prompt Engineering for GenAI/ |
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22.9 MB |
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2. Tactic #1 Position Instructions Clearly Using Delimiters.mp4 |
36.2 MB |
2. Tactic #1 Position Instructions Clearly Using Delimiters.vtt |
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3. Tactic #2 Provide Detailed Instructions for Context, Outcome, or Length.mp4 |
98.5 MB |
3. Tactic #2 Provide Detailed Instructions for Context, Outcome, or Length.vtt |
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9. Avoiding Hallucinations Techniques for Guarding Outputs.mp4 |
31.3 MB |
9. Avoiding Hallucinations Techniques for Guarding Outputs.vtt |
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/18. Diving into Google’s Gemini/ |
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1. Setting Up the Python SDK and Authenticating for Gemini API.mp4 |
91.2 MB |
1. Setting Up the Python SDK and Authenticating for Gemini API.vtt |
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5. Gemini API Generation Parameters Controlling How the Model Generates Responses.mp4 |
70.4 MB |
5. Gemini API Generation Parameters Controlling How the Model Generates Responses.vtt |
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/19. Diving into LangChain with OpenAI and Gemini/ |
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9. Installing the Python SDK and Authenticating to Gemini.mp4 |
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9. Installing the Python SDK and Authenticating to Gemini.vtt |
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/20. Diving into Embeddings/ |
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/21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/ |
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6. Intro to Vector Stores and Authenticating to Pinecone.mp4 |
77.5 MB |
6. Intro to Vector Stores and Authenticating to Pinecone.vtt |
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10. Embedding and Uploading to a Vector Database (Pinecone).mp4 |
115.0 MB |
10. Embedding and Uploading to a Vector Database (Pinecone).vtt |
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/22. Diving into LangGraph/ |
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33.3 MB |
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/23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/ |
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26.3 MB |
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/24. BONUS SECTION/ |
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Total files 507 |
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