Udemy - The Complete Generative AI and Python Programming Bootcamp (4.2025) - 磁力狗

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文档列表

23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/3. Extracting Data from ArXiv with Pandas.mp4 157.7 MB
16. Diving into OpenAI API with Python/14. Generating Original Images Using DALL-E 3.mp4 139.0 MB
19. Diving into LangChain with OpenAI and Gemini/13. LangChain Tools DuckDuckGo and Wikipedia.mp4 124.7 MB
19. Diving into LangChain with OpenAI and Gemini/14. Creating a ReAct Agent.mp4 119.9 MB
16. Diving into OpenAI API with Python/8. Chat Completions API Parameters top_p, max_tokens, frequency penalty.mp4 117.0 MB
19. Diving into LangChain with OpenAI and Gemini/12. Multimodal AI Using Images as Input.mp4 116.4 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/10. Embedding and Uploading to a Vector Database (Pinecone).mp4 115.0 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/11. Asking and Getting Answers.mp4 113.9 MB
13. Jupyter Notebook, Google Colab and Virtual Environments/1. Setting Up Jupyter Notebook and Virtual Environments with venv.mp4 107.5 MB
17. Prompt Engineering for GenAI/5. Tactic #4 Apply Few-Shot Prompting.mp4 106.8 MB
22. Diving into LangGraph/5. Tavily AI.mp4 106.3 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/22. Wrapping Up.mp4 104.0 MB
22. Diving into LangGraph/6. Enhancing the ChatBot with Tools.mp4 102.7 MB
10. Object-Oriented Programming (OOP) Essentials/2. OOP Demonstration The Turtle.mp4 99.5 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/20. Generating Reports.mp4 99.4 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/5. Prepping Data Loading, Splitting, and Expanding.mp4 99.1 MB
17. Prompt Engineering for GenAI/3. Tactic #2 Provide Detailed Instructions for Context, Outcome, or Length.mp4 98.5 MB
15. Introduction to LLMs, APIs and GenAI Libraries/7. The State of AI Present and Future – The Good and the Bad.mp4 98.1 MB
15. Introduction to LLMs, APIs and GenAI Libraries/4. Exploring LLM APIs AI as a Service.mp4 96.6 MB
16. Diving into OpenAI API with Python/1. Authenticating to OpenAI using Python Dotenv.mp4 96.4 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/17. Building a Decision-Making Pipeline.mp4 94.5 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/14. Using a Custom Prompt.mp4 94.1 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/13. Adding Memory to the RAG System (Chat History).mp4 93.9 MB
18. Diving into Google’s Gemini/6. Gemini API Generation Parameters Explained.mp4 92.8 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/12. Using Chroma as a Vector DB.mp4 92.8 MB
18. Diving into Google’s Gemini/1. Setting Up the Python SDK and Authenticating for Gemini API.mp4 91.2 MB
18. Diving into Google’s Gemini/7. Building Chat Conversations.mp4 91.1 MB
16. Diving into OpenAI API with Python/11. Transcriptions with Whisper.mp4 90.8 MB
22. Diving into LangGraph/7. Adding Memory to the ChatBot.mp4 88.5 MB
18. Diving into Google’s Gemini/10. The File API Prompting with Media Files.mp4 87.2 MB
17. Prompt Engineering for GenAI/4. Tactic #3 Use the RTF (Role-Task-Format) Structure.mp4 86.2 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/10. Implementing the ArXiv Fetch Tool.mp4 85.4 MB
19. Diving into LangChain with OpenAI and Gemini/8. Understanding Chains.mp4 83.6 MB
19. Diving into LangChain with OpenAI and Gemini/1. LangChain Demo.mp4 83.5 MB
19. Diving into LangChain with OpenAI and Gemini/3. Working with the OpenAI Models.mp4 81.8 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/7. Creating a Pinecone Index.mp4 80.6 MB
14. Essential Python Libraries for GenAI Requests & Pandas/3. Managing HTTP Authentication and Headers (OpenAI API).mp4 80.4 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/15. Initializing the Oracle LLM.mp4 77.8 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/6. Intro to Vector Stores and Authenticating to Pinecone.mp4 77.5 MB
15. Introduction to LLMs, APIs and GenAI Libraries/2. Foundations of LLMs and GenAI.mp4 76.0 MB
16. Diving into OpenAI API with Python/7. Chat Completions API Parameters Temperature and Seed.mp4 74.1 MB
16. Diving into OpenAI API with Python/5. Using Local Base64 Images as Input.mp4 73.2 MB
16. Diving into OpenAI API with Python/9. AI That Thinks Diving into OpenAI’s Reasoning Models (o1 and o3).mp4 71.8 MB
19. Diving into LangChain with OpenAI and Gemini/15. Testing the ReAct Agent.mp4 71.0 MB
18. Diving into Google’s Gemini/5. Gemini API Generation Parameters Controlling How the Model Generates Responses.mp4 70.4 MB
10. Object-Oriented Programming (OOP) Essentials/8. Magic Methods.mp4 70.4 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/21. Building the Final Research Report.mp4 70.3 MB
09. Errors, Exception Handling, and Debugging/3. Built-in Exceptions and Best Practices.mp4 70.3 MB
18. Diving into Google’s Gemini/11. Tokens in Gemini API.mp4 69.7 MB
17. Prompt Engineering for GenAI/8. Other Tactics and Principles for Better Prompting.mp4 69.1 MB
16. Diving into OpenAI API with Python/2. Chat Completions Endpoint.mp4 69.1 MB
17. Prompt Engineering for GenAI/6. Tactic #5 Specify Steps Required to Complete a Task.mp4 68.7 MB
12. Python Modules/2. The OS Module.mp4 65.1 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/8. Working with Vectors.mp4 65.0 MB
16. Diving into OpenAI API with Python/4. Streaming API Responses.mp4 63.6 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/19. Defining the Graph for Decision-Making.mp4 63.2 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/5. Chunking Strategies and Splitting the Documents.mp4 63.0 MB
18. Diving into Google’s Gemini/4. Generating Text From Images.mp4 62.8 MB
19. Diving into LangChain with OpenAI and Gemini/11. Using a System Prompt and Enabling Streaming.mp4 61.9 MB
03. Python Basics/2. Naming Conventions (PEP 8).mp4 61.2 MB
07. Working with Files and Data/2. Working With Absolute and Relative File Paths.mp4 61.0 MB
14. Essential Python Libraries for GenAI Requests & Pandas/7. Exporting Data to Different Formats Excel, JSON, SQL, YAML.mp4 60.3 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/3. Loading Different Document Formats.mp4 58.9 MB
18. Diving into Google’s Gemini/8. Project Building a Conversational Agent Using Gemini.mp4 57.4 MB
19. Diving into LangChain with OpenAI and Gemini/10. Integrating Gemini with LangChain.mp4 57.3 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/6. Building a Knowledge Base with RAG and Embeddings.mp4 57.3 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/4. Public and Private Service Loaders.mp4 56.8 MB
14. Essential Python Libraries for GenAI Requests & Pandas/4. Setting Up the Environment Jupyter Notebook and Pandas.mp4 56.7 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/2. Loading Your Custom (Private) PDF Documents.mp4 56.1 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/4. Downloading Research Papers.mp4 55.9 MB
09. Errors, Exception Handling, and Debugging/5. Project Check Network Connections.mp4 54.9 MB
07. Working with Files and Data/19. Project Making a Request to OpenAI.mp4 54.8 MB
20. Diving into Embeddings/3. Embedding the Dataset for Similarity Searches.mp4 54.6 MB
20. Diving into Embeddings/2. Generating Simple Embeddings.mp4 54.4 MB
16. Diving into OpenAI API with Python/10. Best Practices for Prompting Reasoning Models.mp4 53.9 MB
19. Diving into LangChain with OpenAI and Gemini/7. ChatPrompt Templates.mp4 53.7 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/1. Project Introduction.mp4 53.7 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/7. Working with Pinecone Indexes.mp4 53.3 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/13. Crafting RAG Tools.mp4 51.8 MB
07. Working with Files and Data/7. Writing Text Files in Python.mp4 51.1 MB
18. Diving into Google’s Gemini/2. Generating Text From Text Prompts.mp4 50.5 MB
07. Working with Files and Data/12. Project Finding Peak Model Usage.mp4 50.5 MB
10. Object-Oriented Programming (OOP) Essentials/10. Project Creating a Practical Class for GenAI.mp4 50.4 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/8. Loading the Knowledge Base and Deploying to Pinecone.mp4 48.1 MB
16. Diving into OpenAI API with Python/3. The Developer Message.mp4 47.3 MB
15. Introduction to LLMs, APIs and GenAI Libraries/5. OpenAI Playground, Google AI Studio, and Anthropic Workbench.mp4 47.3 MB
18. Diving into Google’s Gemini/12. The File API Prompting with Audio.mp4 45.4 MB
09. Errors, Exception Handling, and Debugging/1. Introduction to Exception Handling.mp4 45.1 MB
18. Diving into Google’s Gemini/9. System Instructions.mp4 44.5 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/2. The Big Picture.mp4 44.3 MB
05. Program Flow Control and Loops/13. Smart Looping Techniques break.mp4 44.1 MB
07. Working with Files and Data/11. Reading CSV Files in Python.mp4 44.0 MB
06. Functions and Lambda Expressions/1. Introduction to Functions and Docstrings.mp4 44.0 MB
01. Getting Started with Python & Generative AI/1. Welcome to the Python Programming & Generative AI Bootcamp.mp4 43.4 MB
16. Diving into OpenAI API with Python/13. Text-to-Speech (TTS) API.mp4 42.7 MB
04. Essential Python Data Structures/29. Dictionary Basics.mp4 41.3 MB
06. Functions and Lambda Expressions/14. Lambda Expressions.mp4 40.9 MB
13. Jupyter Notebook, Google Colab and Virtual Environments/3. Using Virtual Environments in PyCharm and VSCode.mp4 40.8 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/16. Testing the Ecosystem.mp4 40.8 MB
14. Essential Python Libraries for GenAI Requests & Pandas/6. Importing and Exporting Data Working with CSV Files.mp4 40.5 MB
22. Diving into LangGraph/2. Building a ChatBot.mp4 40.1 MB
12. Python Modules/5. Mastering Python Package Management with pip.mp4 40.1 MB
13. Jupyter Notebook, Google Colab and Virtual Environments/2. Using Jupyter Notebook.mp4 39.2 MB
11. Important Milestones/1. Important Milestone Congratulations!.mp4 39.1 MB
15. Introduction to LLMs, APIs and GenAI Libraries/1. Section Overview.mp4 39.1 MB
15. Introduction to LLMs, APIs and GenAI Libraries/6. Challenges and Limitations of LLMs.mp4 38.5 MB
10. Object-Oriented Programming (OOP) Essentials/11. TypedDict - Part 1.mp4 37.9 MB
07. Working with Files and Data/17. Parsing JSON from API Responses.mp4 37.2 MB
14. Essential Python Libraries for GenAI Requests & Pandas/10. Sampling and Previewing Data Using df.sample() and df.head().mp4 36.7 MB
05. Program Flow Control and Loops/4. Logical Operators and, or, not.mp4 36.7 MB
02. Setting Up Your Python Environment/7. How to Write and Run Python Code in PyCharm.mp4 36.6 MB
17. Prompt Engineering for GenAI/2. Tactic #1 Position Instructions Clearly Using Delimiters.mp4 36.2 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/11. Unlocking Web Search with Google SerpAPI.mp4 35.8 MB
14. Essential Python Libraries for GenAI Requests & Pandas/2. Handling HTTP Errors.mp4 34.5 MB
18. Diving into Google’s Gemini/3. Streaming Gemini Responses.mp4 34.3 MB
08. Regular Expressions for Text Processing/2. Using Anchors and Grouping.mp4 34.2 MB
04. Essential Python Data Structures/31. Dictionary Operations Accessing, Updating, .get(), .keys(), and .values().mp4 34.2 MB
08. Regular Expressions for Text Processing/3. Range Expressions (Character Classes).mp4 34.1 MB
05. Program Flow Control and Loops/1. Conditional Statements and Indentation.mp4 34.1 MB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/9. Pinecone Namespaces.mp4 33.6 MB
22. Diving into LangGraph/1. LangGraph Concepts and Core Components.mp4 33.3 MB
16. Diving into OpenAI API with Python/12. Translations with Whisper.mp4 33.1 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/12. Building Google SerpAPI Tools.mp4 33.1 MB
14. Essential Python Libraries for GenAI Requests & Pandas/1. Getting Started with the requests and httpx Libraries in Python.mp4 33.0 MB
09. Errors, Exception Handling, and Debugging/2. Mastering Exception Handling Try...Except...Else...Finally.mp4 32.9 MB
04. Essential Python Data Structures/4. Core String Operations Indexing, Slicing, Concatenating.mp4 32.8 MB
03. Python Basics/6. Python's Built-in Data Types.mp4 32.2 MB
07. Working with Files and Data/9. Project File Processing.mp4 32.1 MB
04. Essential Python Data Structures/20. List Comprehensions Efficiently Creating and Modifying Lists.mp4 32.0 MB
03. Python Basics/7. Dynamic vs. Static Typing.mp4 31.6 MB
17. Prompt Engineering for GenAI/9. Avoiding Hallucinations Techniques for Guarding Outputs.mp4 31.3 MB
04. Essential Python Data Structures/1. String Basics.mp4 31.2 MB
19. Diving into LangChain with OpenAI and Gemini/6. Prompt Templates.mp4 31.0 MB
02. Setting Up Your Python Environment/2. How to Run Python Code in Colab (Cloud IDE).mp4 30.7 MB
20. Diving into Embeddings/5. Performing Semantic Searches.mp4 29.8 MB
20. Diving into Embeddings/1. Intro to OpenAI's Text Embeddings.mp4 29.7 MB
04. Essential Python Data Structures/13. List Basics.mp4 29.5 MB
14. Essential Python Libraries for GenAI Requests & Pandas/12. Sorting Data Understanding Pandas Sorting Methods.mp4 29.5 MB
04. Essential Python Data Structures/35. Dictionary Comprehensions.mp4 29.0 MB
17. Prompt Engineering for GenAI/7. Tactic #6 Give Models Time to Think.mp4 28.3 MB
08. Regular Expressions for Text Processing/5. Substitutions and Data Cleaning with re.sub.mp4 27.9 MB
05. Program Flow Control and Loops/3. Boolean Variables.mp4 26.6 MB
04. Essential Python Data Structures/17. Essential List Methods - Part 1.mp4 26.4 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/1. Quick Note.mp4 26.3 MB
04. Essential Python Data Structures/6. Common String Methods - Part 1.mp4 26.2 MB
14. Essential Python Libraries for GenAI Requests & Pandas/16. Time Series Data Manipulation in Pandas.mp4 25.9 MB
04. Essential Python Data Structures/16. List Operations Iteration.mp4 25.4 MB
10. Object-Oriented Programming (OOP) Essentials/1. Intro to Object-Oriented Programming (OOP).mp4 25.3 MB
10. Object-Oriented Programming (OOP) Essentials/4. The __init__ Method.mp4 25.1 MB
14. Essential Python Libraries for GenAI Requests & Pandas/11. Filtering Data Masks and pandas.Series.between().mp4 25.0 MB
03. Python Basics/10. Key Python Operators Comparison, Assignment, and Identity Operators.mp4 24.7 MB
02. Setting Up Your Python Environment/3. How to Install Python on Windows.mp4 24.6 MB
07. Working with Files and Data/16. JSON Handling for Structured Data.mp4 24.3 MB
04. Essential Python Data Structures/23. Tuple Basics.mp4 24.0 MB
19. Diving into LangChain with OpenAI and Gemini/9. Installing the Python SDK and Authenticating to Gemini.mp4 24.0 MB
06. Functions and Lambda Expressions/10. Dict Packing and Unpacking.mp4 23.9 MB
07. Working with Files and Data/5. Reading Files into a List.mp4 23.9 MB
15. Introduction to LLMs, APIs and GenAI Libraries/3. Tokens, Context Windows and Cost.mp4 23.7 MB
08. Regular Expressions for Text Processing/6. Processing Files and Splitting Strings.mp4 23.5 MB
10. Object-Oriented Programming (OOP) Essentials/7. Instance Attributes and Class Attributes.mp4 23.4 MB
05. Program Flow Control and Loops/12. Smart Looping Techniques continue and pass.mp4 23.3 MB
04. Essential Python Data Structures/2. Getting User Input and Type Conversion.mp4 23.2 MB
12. Python Modules/4. Using __name__ == '__main__' for Modular and Reusable Code.mp4 23.2 MB
05. Program Flow Control and Loops/7. For Loops.mp4 23.1 MB
19. Diving into LangChain with OpenAI and Gemini/4. Caching LLM Responses.mp4 23.0 MB
17. Prompt Engineering for GenAI/1. Introduction to Prompt Engineering.mp4 22.9 MB
07. Working with Files and Data/3. Reading Files Tell, Seek and Cursors.mp4 22.7 MB
04. Essential Python Data Structures/7. Common String Methods - Part 2.mp4 22.6 MB
20. Diving into Embeddings/4. Estimating Embedding Costs With Tiktoken.mp4 22.3 MB
14. Essential Python Libraries for GenAI Requests & Pandas/13. Handling Missing Data.mp4 22.2 MB
05. Program Flow Control and Loops/16. Debugging Your Code.mp4 22.2 MB
06. Functions and Lambda Expressions/11. Variable Scope and Namespaces.mp4 22.1 MB
02. Setting Up Your Python Environment/5. Setting Up PyCharm on Windows.mp4 22.1 MB
06. Functions and Lambda Expressions/4. Function Arguments Positional, Keyword.mp4 20.3 MB
12. Python Modules/1. Understanding Python Modules.mp4 20.2 MB
14. Essential Python Libraries for GenAI Requests & Pandas/5. Introduction to Pandas Series and DataFrames.mp4 20.1 MB
14. Essential Python Libraries for GenAI Requests & Pandas/14. Aggregations and Grouping Data.mp4 20.1 MB
07. Working with Files and Data/13. Writing CSV Files in Python.mp4 20.1 MB
04. Essential Python Data Structures/14. List Operations Concatenation, Slicing.mp4 20.0 MB
03. Python Basics/8. 02_06_numbers_and_math_operators.mp4 19.8 MB
06. Functions and Lambda Expressions/5. Default Arguments.mp4 19.8 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/14. Implementing the Final Answer Generation Tool.mp4 19.2 MB
14. Essential Python Libraries for GenAI Requests & Pandas/9. Accessing Data Using df.iloc and df.loc.mp4 19.0 MB
06. Functions and Lambda Expressions/6. Positional-Only Parameters in Python.mp4 18.9 MB
04. Essential Python Data Structures/26. Set Basics.mp4 18.8 MB
04. Essential Python Data Structures/24. Tuple Operations Indexing and Unpacking.mp4 18.6 MB
03. Python Basics/8. Numbers and Math Operators.mp4 17.6 MB
16. Diving into OpenAI API with Python/6. Using Online Images as Input.mp4 17.5 MB
03. Python Basics/1. Python Variables.mp4 17.3 MB
07. Working with Files and Data/1. Reading Text Files in Python.mp4 17.2 MB
19. Diving into LangChain with OpenAI and Gemini/2. Introduction to LangChain.mp4 16.9 MB
14. Essential Python Libraries for GenAI Requests & Pandas/8. Modifying Data Adding and Dropping Columns and Rows.mp4 16.9 MB
08. Regular Expressions for Text Processing/1. Introduction to Regular Expressions (Regex).mp4 16.8 MB
19. Diving into LangChain with OpenAI and Gemini/5. LLM Streaming.mp4 16.8 MB
14. Essential Python Libraries for GenAI Requests & Pandas/15. Project Analyzing Website Traffic Data.mp4 16.7 MB
06. Functions and Lambda Expressions/2. The return Statement.mp4 16.6 MB
06. Functions and Lambda Expressions/12. Global vs Local Scopes and Common Pitfalls.mp4 16.3 MB
03. Python Basics/4. Comments in Python.mp4 15.9 MB
10. Object-Oriented Programming (OOP) Essentials/12. TypedDict - Part 2.mp4 15.8 MB
04. Essential Python Data Structures/10. F-strings with = for Debugging.mp4 15.4 MB
04. Essential Python Data Structures/9. Formatted Strings Using F-strings for Clean Output.mp4 15.3 MB
04. Essential Python Data Structures/34. Dictionary Merge and Update Operators.mp4 14.5 MB
04. Essential Python Data Structures/18. Essential List Methods - Part 2.mp4 14.5 MB
05. Program Flow Control and Loops/10. While Loops.mp4 14.0 MB
05. Program Flow Control and Loops/5. Short-circuit Evaluation.mp4 13.7 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/18. Defining the Agent State.mp4 13.7 MB
04. Essential Python Data Structures/27. Common Set Operations.mp4 13.5 MB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/9. Building Custom Tools.mp4 13.5 MB
12. Python Modules/3. Advanced Import Techniques and Best Practices.mp4 13.2 MB
04. Essential Python Data Structures/32. Removing Items from a Dictionary.mp4 13.0 MB
04. Essential Python Data Structures/39. See the Bigger Picture.mp4 12.9 MB
04. Essential Python Data Structures/33. Set Operations and Iterating over Dictionaries.mp4 12.8 MB
08. Regular Expressions for Text Processing/4. Non-Greedy Matching.mp4 12.2 MB
05. Program Flow Control and Loops/8. Ranges.mp4 12.0 MB
06. Functions and Lambda Expressions/7. Variable-Length Arguments args.mp4 11.6 MB
07. Working with Files and Data/4. The with Statement.mp4 11.5 MB
10. Object-Oriented Programming (OOP) Essentials/5. The __del__ Method.mp4 11.4 MB
17. Prompt Engineering for GenAI/10. Summary of Prompt Engineering.mp4 10.3 MB
02. Setting Up Your Python Environment/1. Types of Python Installations.mp4 9.4 MB
22. Diving into LangGraph/3. Visualizing the Graph.mp4 9.0 MB
06. Functions and Lambda Expressions/8. Variable-Length Arguments kwargs.mp4 9.0 MB
22. Diving into LangGraph/4. Running the ChatBot.mp4 8.4 MB
10. Object-Oriented Programming (OOP) Essentials/3. Defining Classes and Objects.mp4 8.3 MB
24. BONUS SECTION/2. 2021-01-25_04-17-23-1d36104c323636bdd284ed191d216643.jpg 104.9 kB
08. Regular Expressions for Text Processing/7.30 Using Regular Expressions (re).html 40.9 kB
24. BONUS SECTION/2. BONUS THANK YOU GIFT!.html 40.0 kB
04. Essential Python Data Structures/8.8 String Methods Quiz.html 37.2 kB
18. Diving into Google’s Gemini/8. 03 - gemini_api_building_chat_conversations.ipynb 26.4 kB
04. Essential Python Data Structures/36.16 Dictionary Methods Quiz.html 23.8 kB
04. Essential Python Data Structures/15.10 List Basics and Operations Quiz.html 22.9 kB
10. Object-Oriented Programming (OOP) Essentials/9.33 OOP Attributes and Magic Methods Quiz.html 22.3 kB
04. Essential Python Data Structures/28.14 Sets and Fronzensets Quiz.html 21.8 kB
06. Functions and Lambda Expressions/9.23 Function Arguments Quiz.html 21.7 kB
05. Program Flow Control and Loops/2.17 Conditional Statements Quiz.html 21.7 kB
03. Python Basics/9.4 Types, Numbers and Math Operators Quiz.html 21.5 kB
07. Working with Files and Data/6.26 Reading Files Quiz.html 21.4 kB
10. Object-Oriented Programming (OOP) Essentials/6.32 OOP Basics Quiz.html 21.2 kB
05. Program Flow Control and Loops/6.18 Booleans and Logical Operators Quiz.html 21.1 kB
06. Functions and Lambda Expressions/13.24 Scopes and Namespaces Quiz.html 20.8 kB
04. Essential Python Data Structures/30.15 Dictionaries Quiz.html 20.5 kB
05. Program Flow Control and Loops/14.21 Smart Looping Techniques Quiz.html 20.4 kB
03. Python Basics/11.5 Assignment, Comparison and Identity Operators Quiz.html 20.4 kB
04. Essential Python Data Structures/11.9 Formatting Strings Quiz.html 20.3 kB
04. Essential Python Data Structures/19.11 List Methods Quiz.html 20.3 kB
12. Python Modules/6.35 Python Modules Quiz.html 20.0 kB
04. Essential Python Data Structures/25.13 Tuples Quiz.html 19.8 kB
04. Essential Python Data Structures/3.6 String Basics and User Input Quiz.html 19.6 kB
04. Essential Python Data Structures/5.7 String Operations Quiz.html 19.4 kB
04. Essential Python Data Structures/21.12 List Comprehensions Quiz.html 19.4 kB
03. Python Basics/3.2 Variables Quiz.html 19.2 kB
03. Python Basics/5.3 Comments Quiz.html 18.9 kB
09. Errors, Exception Handling, and Debugging/4.31 Exceptions Quiz.html 18.7 kB
07. Working with Files and Data/14.28 Working with CSV Quiz.html 18.5 kB
05. Program Flow Control and Loops/9.19 For Loops and Ranges Quiz.html 18.4 kB
05. Program Flow Control and Loops/11.20 While Loops Quiz.html 18.3 kB
06. Functions and Lambda Expressions/3.22 Functions Quiz.html 18.0 kB
07. Working with Files and Data/8.27 Writing Files Quiz.html 17.8 kB
02. Setting Up Your Python Environment/8.1 Setup the Programming Environment Quiz.html 17.7 kB
06. Functions and Lambda Expressions/15.25 Lambda Expressions Quiz.html 17.6 kB
07. Working with Files and Data/18.29 Working with JSON Quiz.html 17.4 kB
10. Object-Oriented Programming (OOP) Essentials/13.34 TypedDict Quiz.html 17.1 kB
10. Object-Oriented Programming (OOP) Essentials/2. OOP Demonstration The Turtle.vtt 11.4 kB
19. Diving into LangChain with OpenAI and Gemini/14. Creating a ReAct Agent.vtt 11.1 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/3. Extracting Data from ArXiv with Pandas.vtt 10.8 kB
19. Diving into LangChain with OpenAI and Gemini/12. Multimodal AI Using Images as Input.vtt 10.4 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/10. Embedding and Uploading to a Vector Database (Pinecone).vtt 10.1 kB
15. Introduction to LLMs, APIs and GenAI Libraries/7. The State of AI Present and Future – The Good and the Bad.vtt 10.0 kB
07. Working with Files and Data/2. Working With Absolute and Relative File Paths.vtt 9.9 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/15. Initializing the Oracle LLM.vtt 9.6 kB
13. Jupyter Notebook, Google Colab and Virtual Environments/1. Setting Up Jupyter Notebook and Virtual Environments with venv.vtt 9.6 kB
07. Working with Files and Data/10. Challenges Test Your Skills - Working With Text Files.html 9.6 kB
05. Program Flow Control and Loops/1. Conditional Statements and Indentation.vtt 9.5 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/11. Asking and Getting Answers.vtt 9.4 kB
05. Program Flow Control and Loops/13. Smart Looping Techniques break.vtt 9.0 kB
18. Diving into Google’s Gemini/6. Gemini API Generation Parameters Explained.vtt 8.9 kB
04. Essential Python Data Structures/4. Core String Operations Indexing, Slicing, Concatenating.vtt 8.8 kB
15. Introduction to LLMs, APIs and GenAI Libraries/4. Exploring LLM APIs AI as a Service.vtt 8.8 kB
19. Diving into LangChain with OpenAI and Gemini/13. LangChain Tools DuckDuckGo and Wikipedia.vtt 8.8 kB
15. Introduction to LLMs, APIs and GenAI Libraries/6. Challenges and Limitations of LLMs.vtt 8.7 kB
16. Diving into OpenAI API with Python/14. Generating Original Images Using DALL-E 3.vtt 8.7 kB
18. Diving into Google’s Gemini/1. Setting Up the Python SDK and Authenticating for Gemini API.vtt 8.6 kB
09. Errors, Exception Handling, and Debugging/2. Mastering Exception Handling Try...Except...Else...Finally.vtt 8.4 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/12. Using Chroma as a Vector DB.vtt 8.4 kB
04. Essential Python Data Structures/13. List Basics.vtt 8.3 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/5. Prepping Data Loading, Splitting, and Expanding.vtt 8.3 kB
04. Essential Python Data Structures/38. Challenges Test Your Skills - Python Dictionaries.html 8.3 kB
09. Errors, Exception Handling, and Debugging/3. Built-in Exceptions and Best Practices.vtt 8.2 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/6. Intro to Vector Stores and Authenticating to Pinecone.vtt 8.1 kB
14. Essential Python Libraries for GenAI Requests & Pandas/3. Managing HTTP Authentication and Headers (OpenAI API).vtt 8.1 kB
03. Python Basics/2. Naming Conventions (PEP 8).vtt 8.0 kB
13. Jupyter Notebook, Google Colab and Virtual Environments/2. Using Jupyter Notebook.vtt 8.0 kB
04. Essential Python Data Structures/1. String Basics.vtt 7.9 kB
06. Functions and Lambda Expressions/14. Lambda Expressions.vtt 7.9 kB
15. Introduction to LLMs, APIs and GenAI Libraries/2. Foundations of LLMs and GenAI.vtt 7.8 kB
04. Essential Python Data Structures/20. List Comprehensions Efficiently Creating and Modifying Lists.vtt 7.8 kB
04. Essential Python Data Structures/29. Dictionary Basics.vtt 7.8 kB
16. Diving into OpenAI API with Python/8. Chat Completions API Parameters top_p, max_tokens, frequency penalty.vtt 7.8 kB
10. Object-Oriented Programming (OOP) Essentials/10. Project Creating a Practical Class for GenAI.vtt 7.7 kB
09. Errors, Exception Handling, and Debugging/5. Project Check Network Connections.vtt 7.7 kB
10. Object-Oriented Programming (OOP) Essentials/8. Magic Methods.vtt 7.6 kB
08. Regular Expressions for Text Processing/3. Range Expressions (Character Classes).vtt 7.6 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/7. Working with Pinecone Indexes.vtt 7.5 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/17. Building a Decision-Making Pipeline.vtt 7.5 kB
06. Functions and Lambda Expressions/1. Introduction to Functions and Docstrings.vtt 7.4 kB
12. Python Modules/5. Mastering Python Package Management with pip.vtt 7.4 kB
14. Essential Python Libraries for GenAI Requests & Pandas/1. Getting Started with the requests and httpx Libraries in Python.vtt 7.4 kB
07. Working with Files and Data/19. Project Making a Request to OpenAI.vtt 7.3 kB
19. Diving into LangChain with OpenAI and Gemini/3. Working with the OpenAI Models.vtt 7.3 kB
16. Diving into OpenAI API with Python/1. Authenticating to OpenAI using Python Dotenv.vtt 7.2 kB
17. Prompt Engineering for GenAI/5. Tactic #4 Apply Few-Shot Prompting.vtt 7.2 kB
19. Diving into LangChain with OpenAI and Gemini/8. Understanding Chains.vtt 7.1 kB
22. Diving into LangGraph/5. Tavily AI.vtt 7.1 kB
16. Diving into OpenAI API with Python/9. AI That Thinks Diving into OpenAI’s Reasoning Models (o1 and o3).vtt 7.1 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/13. Adding Memory to the RAG System (Chat History).vtt 7.1 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/10. Implementing the ArXiv Fetch Tool.vtt 6.9 kB
04. Essential Python Data Structures/23. Tuple Basics.vtt 6.9 kB
04. Essential Python Data Structures/12. Challenges Test Your Skills - Python Strings.html 6.9 kB
05. Program Flow Control and Loops/16. Debugging Your Code.vtt 6.6 kB
05. Program Flow Control and Loops/15. Challenges Test Your Skills - Python Flow Control.html 6.6 kB
22. Diving into LangGraph/6. Enhancing the ChatBot with Tools.vtt 6.5 kB
04. Essential Python Data Structures/31. Dictionary Operations Accessing, Updating, .get(), .keys(), and .values().vtt 6.5 kB
10. Object-Oriented Programming (OOP) Essentials/4. The __init__ Method.vtt 6.4 kB
03. Python Basics/6. Python's Built-in Data Types.vtt 6.4 kB
05. Program Flow Control and Loops/12. Smart Looping Techniques continue and pass.vtt 6.3 kB
07. Working with Files and Data/11. Reading CSV Files in Python.vtt 6.3 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/8. Working with Vectors.vtt 6.3 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/14. Using a Custom Prompt.vtt 6.3 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/5. Chunking Strategies and Splitting the Documents.vtt 6.2 kB
06. Functions and Lambda Expressions/10. Dict Packing and Unpacking.vtt 6.2 kB
12. Python Modules/2. The OS Module.vtt 6.1 kB
04. Essential Python Data Structures/16. List Operations Iteration.vtt 6.1 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/2. Loading Your Custom (Private) PDF Documents.vtt 6.1 kB
22. Diving into LangGraph/7. Adding Memory to the ChatBot.vtt 6.1 kB
14. Essential Python Libraries for GenAI Requests & Pandas/12. Sorting Data Understanding Pandas Sorting Methods.vtt 6.1 kB
18. Diving into Google’s Gemini/8. Project Building a Conversational Agent Using Gemini.vtt 6.1 kB
16. Diving into OpenAI API with Python/2. Chat Completions Endpoint.vtt 6.0 kB
18. Diving into Google’s Gemini/7. Building Chat Conversations.vtt 6.0 kB
17. Prompt Engineering for GenAI/4. Tactic #3 Use the RTF (Role-Task-Format) Structure.vtt 6.0 kB
08. Regular Expressions for Text Processing/2. Using Anchors and Grouping.vtt 6.0 kB
14. Essential Python Libraries for GenAI Requests & Pandas/11. Filtering Data Masks and pandas.Series.between().vtt 6.0 kB
03. Python Basics/1. Python Variables.vtt 6.0 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/7. Creating a Pinecone Index.vtt 6.0 kB
14. Essential Python Libraries for GenAI Requests & Pandas/7. Exporting Data to Different Formats Excel, JSON, SQL, YAML.vtt 5.9 kB
03. Python Basics/10. Key Python Operators Comparison, Assignment, and Identity Operators.vtt 5.8 kB
05. Program Flow Control and Loops/7. For Loops.vtt 5.8 kB
16. Diving into OpenAI API with Python/13. Text-to-Speech (TTS) API.vtt 5.8 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/1. Project Introduction.vtt 5.8 kB
07. Working with Files and Data/7. Writing Text Files in Python.vtt 5.8 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/19. Defining the Graph for Decision-Making.vtt 5.8 kB
12. Python Modules/1. Understanding Python Modules.vtt 5.7 kB
22. Diving into LangGraph/1. LangGraph Concepts and Core Components.vtt 5.7 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/22. Wrapping Up.vtt 5.7 kB
06. Functions and Lambda Expressions/16. Challenges Test Your Skills - Functions.html 5.7 kB
14. Essential Python Libraries for GenAI Requests & Pandas/16. Time Series Data Manipulation in Pandas.vtt 5.7 kB
15. Introduction to LLMs, APIs and GenAI Libraries/5. OpenAI Playground, Google AI Studio, and Anthropic Workbench.vtt 5.7 kB
18. Diving into Google’s Gemini/11. Tokens in Gemini API.vtt 5.6 kB
04. Essential Python Data Structures/2. Getting User Input and Type Conversion.vtt 5.6 kB
08. Regular Expressions for Text Processing/6. Processing Files and Splitting Strings.vtt 5.5 kB
20. Diving into Embeddings/5. Performing Semantic Searches.vtt 5.5 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/9. Pinecone Namespaces.vtt 5.5 kB
07. Working with Files and Data/3. Reading Files Tell, Seek and Cursors.vtt 5.5 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/13. Crafting RAG Tools.vtt 5.5 kB
14. Essential Python Libraries for GenAI Requests & Pandas/8. Modifying Data Adding and Dropping Columns and Rows.vtt 5.5 kB
12. Python Modules/4. Using __name__ == '__main__' for Modular and Reusable Code.vtt 5.5 kB
05. Program Flow Control and Loops/3. Boolean Variables.vtt 5.5 kB
18. Diving into Google’s Gemini/5. Gemini API Generation Parameters Controlling How the Model Generates Responses.vtt 5.4 kB
07. Working with Files and Data/9. Project File Processing.vtt 5.4 kB
03. Python Basics/4. Comments in Python.vtt 5.4 kB
14. Essential Python Libraries for GenAI Requests & Pandas/10. Sampling and Previewing Data Using df.sample() and df.head().vtt 5.4 kB
08. Regular Expressions for Text Processing/5. Substitutions and Data Cleaning with re.sub.vtt 5.4 kB
10. Object-Oriented Programming (OOP) Essentials/1. Intro to Object-Oriented Programming (OOP).vtt 5.4 kB
14. Essential Python Libraries for GenAI Requests & Pandas/6. Importing and Exporting Data Working with CSV Files.vtt 5.4 kB
04. Essential Python Data Structures/17. Essential List Methods - Part 1.vtt 5.4 kB
07. Working with Files and Data/1. Reading Text Files in Python.vtt 5.4 kB
04. Essential Python Data Structures/35. Dictionary Comprehensions.vtt 5.3 kB
16. Diving into OpenAI API with Python/7. Chat Completions API Parameters Temperature and Seed.vtt 5.3 kB
22. Diving into LangGraph/2. Building a ChatBot.vtt 5.3 kB
04. Essential Python Data Structures/14. List Operations Concatenation, Slicing.vtt 5.3 kB
18. Diving into Google’s Gemini/4. Generating Text From Images.vtt 5.2 kB
07. Working with Files and Data/12. Project Finding Peak Model Usage.vtt 5.2 kB
14. Essential Python Libraries for GenAI Requests & Pandas/5. Introduction to Pandas Series and DataFrames.vtt 5.2 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/9. Building Custom Tools.vtt 5.2 kB
18. Diving into Google’s Gemini/9. System Instructions.vtt 5.2 kB
07. Working with Files and Data/16. JSON Handling for Structured Data.vtt 5.2 kB
20. Diving into Embeddings/2. Generating Simple Embeddings.vtt 5.1 kB
10. Object-Oriented Programming (OOP) Essentials/11. TypedDict - Part 1.vtt 5.1 kB
04. Essential Python Data Structures/26. Set Basics.vtt 5.1 kB
10. Object-Oriented Programming (OOP) Essentials/7. Instance Attributes and Class Attributes.vtt 5.1 kB
06. Functions and Lambda Expressions/6. Positional-Only Parameters in Python.vtt 5.1 kB
19. Diving into LangChain with OpenAI and Gemini/11. Using a System Prompt and Enabling Streaming.vtt 5.1 kB
19. Diving into LangChain with OpenAI and Gemini/1. LangChain Demo.vtt 5.1 kB
07. Working with Files and Data/13. Writing CSV Files in Python.vtt 5.1 kB
19. Diving into LangChain with OpenAI and Gemini/2. Introduction to LangChain.vtt 5.0 kB
06. Functions and Lambda Expressions/4. Function Arguments Positional, Keyword.vtt 5.0 kB
14. Essential Python Libraries for GenAI Requests & Pandas/15. 04 - Pandas Project - Analyzing Traffic.ipynb 4.9 kB
16. Diving into OpenAI API with Python/5. Using Local Base64 Images as Input.vtt 4.9 kB
06. Functions and Lambda Expressions/11. Variable Scope and Namespaces.vtt 4.9 kB
09. Errors, Exception Handling, and Debugging/1. Introduction to Exception Handling.vtt 4.9 kB
04. Essential Python Data Structures/6. Common String Methods - Part 1.vtt 4.9 kB
16. Diving into OpenAI API with Python/11. Transcriptions with Whisper.vtt 4.9 kB
04. Essential Python Data Structures/22. Challenges Test Your Skills - Python Lists.html 4.9 kB
07. Working with Files and Data/5. Reading Files into a List.vtt 4.8 kB
18. Diving into Google’s Gemini/10. The File API Prompting with Media Files.vtt 4.8 kB
17. Prompt Engineering for GenAI/3. Tactic #2 Provide Detailed Instructions for Context, Outcome, or Length.vtt 4.8 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/21. Building the Final Research Report.vtt 4.8 kB
03. Python Basics/7. Dynamic vs. Static Typing.vtt 4.7 kB
07. Working with Files and Data/17. Parsing JSON from API Responses.vtt 4.6 kB
02. Setting Up Your Python Environment/7. How to Write and Run Python Code in PyCharm.vtt 4.6 kB
05. Program Flow Control and Loops/10. While Loops.vtt 4.6 kB
04. Essential Python Data Structures/7. Common String Methods - Part 2.vtt 4.6 kB
05. Program Flow Control and Loops/4. Logical Operators and, or, not.vtt 4.5 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/6. Building a Knowledge Base with RAG and Embeddings.vtt 4.5 kB
16. Diving into OpenAI API with Python/10. Best Practices for Prompting Reasoning Models.vtt 4.5 kB
14. Essential Python Libraries for GenAI Requests & Pandas/9. Accessing Data Using df.iloc and df.loc.vtt 4.5 kB
04. Essential Python Data Structures/34. Dictionary Merge and Update Operators.vtt 4.5 kB
02. Setting Up Your Python Environment/4. How to Install Python on macOS and Linux.html 4.4 kB
19. Diving into LangChain with OpenAI and Gemini/7. ChatPrompt Templates.vtt 4.4 kB
04. Essential Python Data Structures/24. Tuple Operations Indexing and Unpacking.vtt 4.4 kB
03. Python Basics/8. Numbers and Math Operators.vtt 4.4 kB
13. Jupyter Notebook, Google Colab and Virtual Environments/3. Using Virtual Environments in PyCharm and VSCode.vtt 4.4 kB
08. Regular Expressions for Text Processing/1. Introduction to Regular Expressions (Regex).vtt 4.3 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/3. Loading Different Document Formats.vtt 4.3 kB
02. Setting Up Your Python Environment/3. How to Install Python on Windows.vtt 4.3 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/4. Downloading Research Papers.vtt 4.3 kB
15. Introduction to LLMs, APIs and GenAI Libraries/3. Tokens, Context Windows and Cost.vtt 4.3 kB
16. Diving into OpenAI API with Python/3. The Developer Message.vtt 4.2 kB
17. Prompt Engineering for GenAI/8. Other Tactics and Principles for Better Prompting.vtt 4.2 kB
20. Diving into Embeddings/3. Embedding the Dataset for Similarity Searches.vtt 4.2 kB
17. Prompt Engineering for GenAI/6. Tactic #5 Specify Steps Required to Complete a Task.vtt 4.2 kB
20. Diving into Embeddings/4. Estimating Embedding Costs With Tiktoken.vtt 4.1 kB
19. Diving into LangChain with OpenAI and Gemini/10. Integrating Gemini with LangChain.vtt 4.1 kB
19. Diving into LangChain with OpenAI and Gemini/6. Prompt Templates.vtt 4.1 kB
02. Setting Up Your Python Environment/2. How to Run Python Code in Colab (Cloud IDE).vtt 4.1 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/8. Loading the Knowledge Base and Deploying to Pinecone.vtt 4.1 kB
14. Essential Python Libraries for GenAI Requests & Pandas/15. Project Analyzing Website Traffic Data.vtt 4.0 kB
14. Essential Python Libraries for GenAI Requests & Pandas/2. Handling HTTP Errors.vtt 4.0 kB
19. Diving into LangChain with OpenAI and Gemini/4. Caching LLM Responses.vtt 4.0 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/20. Generating Reports.vtt 4.0 kB
16. Diving into OpenAI API with Python/4. Streaming API Responses.vtt 3.9 kB
14. Essential Python Libraries for GenAI Requests & Pandas/14. Aggregations and Grouping Data.vtt 3.9 kB
10. Object-Oriented Programming (OOP) Essentials/12. TypedDict - Part 2.vtt 3.8 kB
06. Functions and Lambda Expressions/12. Global vs Local Scopes and Common Pitfalls.vtt 3.8 kB
11. Important Milestones/1. Important Milestone Congratulations!.vtt 3.8 kB
08. Regular Expressions for Text Processing/4. Non-Greedy Matching.vtt 3.8 kB
04. Essential Python Data Structures/10. F-strings with = for Debugging.vtt 3.8 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/12. Building Google SerpAPI Tools.vtt 3.8 kB
19. Diving into LangChain with OpenAI and Gemini/15. Testing the ReAct Agent.vtt 3.8 kB
02. Setting Up Your Python Environment/5. Setting Up PyCharm on Windows.vtt 3.7 kB
21. Project RAG - Q&A Application on Your Private Documents (Pinecone and Chroma)/4. Public and Private Service Loaders.vtt 3.6 kB
04. Essential Python Data Structures/27. Common Set Operations.vtt 3.6 kB
17. Prompt Engineering for GenAI/2. Tactic #1 Position Instructions Clearly Using Delimiters.vtt 3.6 kB
01. Getting Started with Python & Generative AI/1. Welcome to the Python Programming & Generative AI Bootcamp.vtt 3.6 kB
18. Diving into Google’s Gemini/12. The File API Prompting with Audio.vtt 3.6 kB
04. Essential Python Data Structures/9. Formatted Strings Using F-strings for Clean Output.vtt 3.5 kB
18. Diving into Google’s Gemini/2. Generating Text From Text Prompts.vtt 3.5 kB
14. Essential Python Libraries for GenAI Requests & Pandas/13. Handling Missing Data.vtt 3.5 kB
04. Essential Python Data Structures/18. Essential List Methods - Part 2.vtt 3.4 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/11. Unlocking Web Search with Google SerpAPI.vtt 3.4 kB
05. Program Flow Control and Loops/5. Short-circuit Evaluation.vtt 3.3 kB
15. Introduction to LLMs, APIs and GenAI Libraries/1. Section Overview.vtt 3.3 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/2. The Big Picture.vtt 3.3 kB
12. Python Modules/3. Advanced Import Techniques and Best Practices.vtt 3.3 kB
19. Diving into LangChain with OpenAI and Gemini/9. Installing the Python SDK and Authenticating to Gemini.vtt 3.3 kB
03. Python Basics/12. Challenges Test Your Skills - Python Basics.html 3.2 kB
02. Setting Up Your Python Environment/1. Types of Python Installations.vtt 3.2 kB
14. Essential Python Libraries for GenAI Requests & Pandas/4. Setting Up the Environment Jupyter Notebook and Pandas.vtt 3.2 kB
06. Functions and Lambda Expressions/5. Default Arguments.vtt 3.2 kB
05. Program Flow Control and Loops/8. Ranges.vtt 3.2 kB
10. Object-Oriented Programming (OOP) Essentials/3. Defining Classes and Objects.vtt 3.2 kB
06. Functions and Lambda Expressions/7. Variable-Length Arguments args.vtt 3.2 kB
07. Working with Files and Data/4. The with Statement.vtt 3.1 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/16. Testing the Ecosystem.vtt 3.1 kB
20. Diving into Embeddings/1. Intro to OpenAI's Text Embeddings.vtt 3.0 kB
04. Essential Python Data Structures/32. Removing Items from a Dictionary.vtt 2.8 kB
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/18. Defining the Agent State.vtt 2.8 kB
16. Diving into OpenAI API with Python/12. Translations with Whisper.vtt 2.6 kB
17. Prompt Engineering for GenAI/9. Avoiding Hallucinations Techniques for Guarding Outputs.vtt 2.5 kB
04. Essential Python Data Structures/33. Set Operations and Iterating over Dictionaries.vtt 2.5 kB
18. Diving into Google’s Gemini/3. Streaming Gemini Responses.vtt 2.5 kB
02. Setting Up Your Python Environment/6. Setting Up PyCharm on macOS and Linux.html 2.4 kB
17. Prompt Engineering for GenAI/1. Introduction to Prompt Engineering.vtt 2.3 kB
10. Object-Oriented Programming (OOP) Essentials/5. The __del__ Method.vtt 2.3 kB
19. Diving into LangChain with OpenAI and Gemini/5. LLM Streaming.vtt 2.3 kB
17. Prompt Engineering for GenAI/7. Tactic #6 Give Models Time to Think.vtt 2.2 kB
06. Functions and Lambda Expressions/8. Variable-Length Arguments kwargs.vtt 2.1 kB
17. Prompt Engineering for GenAI/10. Summary of Prompt Engineering.vtt 2.1 kB
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23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/1. Quick Note.vtt 2.1 kB
22. Diving into LangGraph/3. Visualizing the Graph.vtt 1.9 kB
07. Working with Files and Data/19. project_json_openai_api_request.py 1.9 kB
04. Essential Python Data Structures/39. See the Bigger Picture.vtt 1.8 kB
16. Diving into OpenAI API with Python/6. Using Online Images as Input.vtt 1.7 kB
07. Working with Files and Data/15. Challenges Text Your Skills - CSV.html 1.6 kB
22. Diving into LangGraph/4. Running the ChatBot.vtt 1.4 kB
04. Essential Python Data Structures/37. TypedDict.html 1.2 kB
24. BONUS SECTION/1. Congratulations.html 1.2 kB
08. Regular Expressions for Text Processing/6. access_logs.txt 1.0 kB
10. Object-Oriented Programming (OOP) Essentials/10. project_oop_chatbot_class.py 935 Bytes
01. Getting Started with Python & Generative AI/2. Join Our Private Community!.html 922 Bytes
09. Errors, Exception Handling, and Debugging/5. project_exceptions_ping.py 725 Bytes
01. Getting Started with Python & Generative AI/4. Course Resources.html 615 Bytes
07. Working with Files and Data/12. project_finding_peak_usage.py 599 Bytes
01. Getting Started with Python & Generative AI/3. The Complete Python Cheat Sheet.html 572 Bytes
07. Working with Files and Data/9. devices.txt 333 Bytes
23. Project Research Agent with LangGraph, GPT-4o, RAG, Pinecone, ArXiv, SerpAPI/3. requirements.txt 154 Bytes
15. Introduction to LLMs, APIs and GenAI Libraries/7. NVIDIA-CEO-Just-Revealed-The-NEXT-STEP-In-AI.txt 43 Bytes
09. Errors, Exception Handling, and Debugging/5. hosts.txt 31 Bytes

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