9.5 GB | 12min 34s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English
Files Included :
1 Welcome to the Python Programming & Generative AI Bootcamp.mp4 (41.35 MB)
1 Types of Python Installations.mp4 (8.95 MB)
2 How to Run Python Code in Colab (Cloud IDE).mp4 (29.29 MB)
3 How to Install Python on Windows.mp4 (23.44 MB)
5 Setting Up PyCharm on Windows.mp4 (21.05 MB)
7 How to Write and Run Python Code in PyCharm.mp4 (34.86 MB)
1 Python Variables.mp4 (16.47 MB)
2 Naming Conventions (PEP 8).mp4 (58.35 MB)
4 Comments in Python.mp4 (15.13 MB)
6 Python's Built-in Data Types.mp4 (30.69 MB)
7 Dynamic vs Static Typing.mp4 (30.14 MB)
8 02 06 numbers and math operators.mp4 (18.92 MB)
8 Numbers and Math Operators.mp4 (16.8 MB)
10 Key Python Operators Comparison, Assignment, and Identity Operators.mp4 (23.53 MB)
1 String Basics.mp4 (29.71 MB)
2 Getting User Input and Type Conversion.mp4 (22.14 MB)
4 Core String Operations Indexing, Slicing, Concatenating.mp4 (31.26 MB)
6 Common String Methods - Part 1.mp4 (24.96 MB)
7 Common String Methods - Part 2.mp4 (21.57 MB)
9 Formatted Strings Using F-strings for Clean Output.mp4 (14.61 MB)
10 F-strings with = for Debugging.mp4 (14.69 MB)
13 List Basics.mp4 (28.17 MB)
14 List Operations Concatenation, Slicing.mp4 (19.1 MB)
16 List Operations Iteration.mp4 (24.24 MB)
17 Essential List Methods - Part 1.mp4 (25.15 MB)
18 Essential List Methods - Part 2.mp4 (13.82 MB)
20 List Comprehensions Efficiently Creating and Modifying Lists.mp4 (30.52 MB)
23 Tuple Basics.mp4 (22.9 MB)
24 Tuple Operations Indexing and Unpacking.mp4 (17.73 MB)
26 Set Basics.mp4 (17.94 MB)
27 Common Set Operations.mp4 (12.85 MB)
29 Dictionary Basics.mp4 (39.39 MB)
31 Dictionary Operations Accessing, Updating, get(), keys(), and values().mp4 (32.6 MB)
32 Removing Items from a Dictionary.mp4 (12.36 MB)
33 Set Operations and Iterating over Dictionaries.mp4 (12.18 MB)
34 Dictionary Merge and Update Operators.mp4 (13.87 MB)
35 Dictionary Comprehensions.mp4 (27.67 MB)
39 See the Bigger Picture.mp4 (12.26 MB)
1 Conditional Statements and Indentation.mp4 (32.53 MB)
3 Boolean Variables.mp4 (25.41 MB)
4 Logical Operators and, or, not.mp4 (34.96 MB)
5 Short-circuit Evaluation.mp4 (13.04 MB)
7 For Loops.mp4 (22.05 MB)
8 Ranges.mp4 (11.45 MB)
10 While Loops.mp4 (13.36 MB)
12 Smart Looping Techniques continue and pass.mp4 (22.26 MB)
13 Smart Looping Techniques break.mp4 (42.07 MB)
16 Debugging Your Code.mp4 (21.15 MB)
1 Introduction to Functions and Docstrings.mp4 (41.95 MB)
2 The return Statement.mp4 (15.79 MB)
4 Function Arguments Positional, Keyword.mp4 (19.32 MB)
5 Default Arguments.mp4 (18.87 MB)
6 Positional-Only Parameters in Python.mp4 (17.99 MB)
7 Variable-Length Arguments args.mp4 (11.03 MB)
8 Variable-Length Arguments kwargs.mp4 (8.6 MB)
10 Dict Packing and Unpacking.mp4 (22.79 MB)
11 Variable Scope and Namespaces.mp4 (21.1 MB)
12 Global vs Local Scopes and Common Pitfalls.mp4 (15.58 MB)
14 Lambda Expressions.mp4 (38.99 MB)
1 Reading Text Files in Python.mp4 (16.38 MB)
2 Working With Absolute and Relative File Paths.mp4 (58.19 MB)
3 Reading Files Tell, Seek and Cursors.mp4 (21.66 MB)
4 The with Statement.mp4 (10.98 MB)
5 Reading Files into a List.mp4 (22.78 MB)
7 Writing Text Files in Python.mp4 (48.7 MB)
9 Project File Processing.mp4 (30.61 MB)
11 Reading CSV Files in Python.mp4 (41.97 MB)
12 Project Finding Peak Model Usage.mp4 (48.13 MB)
13 Writing CSV Files in Python.mp4 (19.13 MB)
16 JSON Handling for Structured Data.mp4 (23.19 MB)
17 Parsing JSON from API Responses.mp4 (35.51 MB)
19 Project Making a Request to OpenAI.mp4 (52.29 MB)
1 Introduction to Regular Expressions (Regex).mp4 (16.04 MB)
2 Using Anchors and Grouping.mp4 (32.66 MB)
3 Range Expressions (Character Classes).mp4 (32.56 MB)
4 Non-Greedy Matching.mp4 (11.63 MB)
5 Substitutions and Data Cleaning with re sub.mp4 (26.65 MB)
6 Processing Files and Splitting Strings.mp4 (22.43 MB)
1 Introduction to Exception Handling.mp4 (42.97 MB)
2 Mastering Exception Handling Try Except Else Finally.mp4 (31.41 MB)
3 Built-in Exceptions and Best Practices.mp4 (67.01 MB)
5 Project Check Network Connections.mp4 (52.36 MB)
1 Intro to Object-Oriented Programming (OOP).mp4 (24.15 MB)
2 OOP Demonstration The Turtle.mp4 (94.93 MB)
3 Defining Classes and Objects.mp4 (7.88 MB)
4 The init Method.mp4 (23.92 MB)
5 The del Method.mp4 (10.87 MB)
7 Instance Attributes and Class Attributes.mp4 (22.31 MB)
8 Magic Methods.mp4 (67.11 MB)
10 Project Creating a Practical Class for GenAI.mp4 (48.05 MB)
11 TypedDict - Part 1.mp4 (36.12 MB)
12 TypedDict - Part 2.mp4 (15.04 MB)
1 Important Milestone Congratulations!.mp4 (37.3 MB)
1 Understanding Python Modules.mp4 (19.27 MB)
2 The OS Module.mp4 (62.11 MB)
3 Advanced Import Techniques and Best Practices.mp4 (12.59 MB)
4 Using name == ' main ' for Modular and Reusable Code.mp4 (22.11 MB)
5 Mastering Python Package Management with pip.mp4 (38.24 MB)
1 Setting Up Jupyter Notebook and Virtual Environments with venv.mp4 (102.53 MB)
2 Using Jupyter Notebook.mp4 (37.4 MB)
3 Using Virtual Environments in PyCharm and VSCode.mp4 (38.88 MB)
1 Getting Started with the requests and httpx Libraries in Python.mp4 (31.43 MB)
2 Handling HTTP Errors.mp4 (32.94 MB)
3 Managing HTTP Authentication and Headers (OpenAI API).mp4 (76.7 MB)
4 Setting Up the Environment Jupyter Notebook and Pandas.mp4 (54.12 MB)
5 Introduction to Pandas Series and DataFrames.mp4 (19.2 MB)
6 Importing and Exporting Data Working with CSV Files.mp4 (38.66 MB)
7 Exporting Data to Different Formats Excel, JSON, SQL, YAML.mp4 (57.46 MB)
8 Modifying Data Adding and Dropping Columns and Rows.mp4 (16.1 MB)
9 Accessing Data Using df iloc and df loc.mp4 (18.13 MB)
10 Sampling and Previewing Data Using df sample() and df head().mp4 (35.02 MB)
11 Filtering Data Masks and pandas Series between().mp4 (23.86 MB)
12 Sorting Data Understanding Pandas Sorting Methods.mp4 (28.15 MB)
13 Handling Missing Data.mp4 (21.22 MB)
14 Aggregations and Grouping Data.mp4 (19.18 MB)
15 Project Analyzing Website Traffic Data.mp4 (15.93 MB)
16 Time Series Data Manipulation in Pandas.mp4 (24.7 MB)
1 Section Overview.mp4 (37.26 MB)
2 Foundations of LLMs and GenAI.mp4 (72.51 MB)
3 Tokens, Context Windows and Cost.mp4 (22.58 MB)
4 Exploring LLM APIs AI as a Service.mp4 (92.14 MB)
5 OpenAI Playground, Google AI Studio, and Anthropic Workbench.mp4 (45.11 MB)
6 Challenges and Limitations of LLMs.mp4 (36.67 MB)
7 The State of AI Present and Future - The Good and the Bad.mp4 (93.55 MB)
1 Authenticating to OpenAI using Python Dotenv.mp4 (91.89 MB)
2 Chat Completions Endpoint.mp4 (65.88 MB)
3 The Developer Message.mp4 (45.14 MB)
4 Streaming API Responses.mp4 (60.69 MB)
5 Using Local Base64 Images as Input.mp4 (69.79 MB)
6 Using Online Images as Input.mp4 (16.72 MB)
7 Chat Completions API Parameters Temperature and Seed.mp4 (70.7 MB)
8 Chat Completions API Parameters top p, max tokens, frequency penalty.mp4 (111.56 MB)
9 AI That Thinks Diving into OpenAI's Reasoning Models (o1 and o3).mp4 (68.43 MB)
10 Best Practices for Prompting Reasoning Models.mp4 (51.4 MB)
11 Transcriptions with Whisper.mp4 (86.62 MB)
12 Translations with Whisper.mp4 (31.61 MB)
13 Text-to-Speech (TTS) API.mp4 (40.75 MB)
14 Generating Original Images Using DALL-E 3.mp4 (132.59 MB)
1 Introduction to Prompt Engineering.mp4 (21.8 MB)
2 Tactic #1 Position Instructions Clearly Using Delimiters.mp4 (34.56 MB)
3 Tactic #2 Provide Detailed Instructions for Context, Outcome, or Length.mp4 (93.9 MB)
4 Tactic #3 Use the RTF (Role-Task-Format) Structure.mp4 (82.21 MB)
5 Tactic #4 Apply Few-Shot Prompting.mp4 (101.86 MB)
6 Tactic #5 Specify Steps Required to Complete a Task.mp4 (65.52 MB)
7 Tactic #6 Give Models Time to Think.mp4 (26.99 MB)
8 Other Tactics and Principles for Better Prompting.mp4 (65.91 MB)
9 Avoiding Hallucinations Techniques for Guarding Outputs.mp4 (29.88 MB)
10 Summary of Prompt Engineering.mp4 (9.79 MB)
1 Setting Up the Python SDK and Authenticating for Gemini API.mp4 (86.98 MB)
2 Generating Text From Text Prompts.mp4 (48.15 MB)
3 Streaming Gemini Responses.mp4 (32.72 MB)
4 Generating Text From Images.mp4 (59.93 MB)
5 Gemini API Generation Parameters Controlling How the Model Generates Responses.mp4 (67.12 MB)
6 Gemini API Generation Parameters Explained.mp4 (88.54 MB)
7 Building Chat Conversations.mp4 (86.91 MB)
8 Project Building a Conversational Agent Using Gemini.mp4 (54.69 MB)
9 System Instructions.mp4 (42.44 MB)
10 The File API Prompting with Media Files.mp4 (83.13 MB)
11 Tokens in Gemini API.mp4 (66.51 MB)
12 The File API Prompting with Audio.mp4 (43.25 MB)
1 LangChain Demo.mp4 (79.62 MB)
2 Introduction to LangChain.mp4 (16.11 MB)
3 Working with the OpenAI Models.mp4 (78.01 MB)
4 Caching LLM Responses.mp4 (21.94 MB)
5 LLM Streaming.mp4 (15.98 MB)
6 Prompt Templates.mp4 (29.61 MB)
7 ChatPrompt Templates.mp4 (51.23 MB)
8 Understanding Chains.mp4 (79.71 MB)
9 Installing the Python SDK and Authenticating to Gemini.mp4 (22.85 MB)
10 Integrating Gemini with LangChain.mp4 (54.69 MB)
11 Using a System Prompt and Enabling Streaming.mp4 (59.06 MB)
12 Multimodal AI Using Images as Input.mp4 (110.99 MB)
13 LangChain Tools DuckDuckGo and Wikipedia.mp4 (118.88 MB)
14 Creating a ReAct Agent.mp4 (114.33 MB)
15 Testing the ReAct Agent.mp4 (67.74 MB)
1 Intro to OpenAI's Text Embeddings.mp4 (28.35 MB)
2 Generating Simple Embeddings.mp4 (51.84 MB)
3 Embedding the Dataset for Similarity Searches.mp4 (52.03 MB)
4 Estimating Embedding Costs With Tiktoken.mp4 (21.29 MB)
5 Performing Semantic Searches.mp4 (28.44 MB)
1 Project Introduction.mp4 (51.17 MB)
2 Loading Your Custom (Private) PDF Documents.mp4 (53.49 MB)
3 Loading Different Document Formats.mp4 (56.22 MB)
4 Public and Private Service Loaders.mp4 (54.14 MB)
5 Chunking Strategies and Splitting the Documents.mp4 (60.05 MB)
6 Intro to Vector Stores and Authenticating to Pinecone.mp4 (73.87 MB)
7 Working with Pinecone Indexes.mp4 (50.81 MB)
8 Working with Vectors.mp4 (61.95 MB)
9 Pinecone Namespaces.mp4 (32 MB)
10 Embedding and Uploading to a Vector Database (Pinecone).mp4 (109.67 MB)
11 Asking and Getting Answers.mp4 (108.67 MB)
12 Using Chroma as a Vector DB.mp4 (88.54 MB)
13 Adding Memory to the RAG System (Chat History).mp4 (89.59 MB)
14 Using a Custom Prompt.mp4 (89.77 MB)
1 LangGraph Concepts and Core Components.mp4 (31.72 MB)
2 Building a ChatBot.mp4 (38.27 MB)
3 Visualizing the Graph.mp4 (8.62 MB)
4 Running the ChatBot.mp4 (7.97 MB)
5 Tavily AI.mp4 (101.37 MB)
6 Enhancing the ChatBot with Tools.mp4 (97.9 MB)
7 Adding Memory to the ChatBot.mp4 (84.43 MB)
1 Quick Note.mp4 (25.06 MB)
2 The Big Picture.mp4 (42.27 MB)
3 Extracting Data from ArXiv with Pandas.mp4 (150.37 MB)
4 Downloading Research Papers.mp4 (53.28 MB)
5 Prepping Data Loading, Splitting, and Expanding.mp4 (94.46 MB)
6 Building a Knowledge Base with RAG and Embeddings.mp4 (54.65 MB)
7 Creating a Pinecone Index.mp4 (76.9 MB)
8 Loading the Knowledge Base and Deploying to Pinecone.mp4 (45.84 MB)
9 Building Custom Tools.mp4 (12.83 MB)
10 Implementing the ArXiv Fetch Tool.mp4 (81.48 MB)
11 Unlocking Web Search with Google SerpAPI.mp4 (34.19 MB)
12 Building Google SerpAPI Tools.mp4 (31.55 MB)
13 Crafting RAG Tools.mp4 (49.37 MB)
14 Implementing the Final Answer Generation Tool.mp4 (18.33 MB)
15 Initializing the Oracle LLM.mp4 (74.18 MB)
16 Testing the Ecosystem.mp4 (38.87 MB)
17 Building a Decision-Making Pipeline.mp4 (90.13 MB)
18 Defining the Agent State.mp4 (13.02 MB)
19 Defining the Graph for Decision-Making.mp4 (60.31 MB)
20 Generating Reports.mp4 (94.79 MB)
21 Building the Final Research Report.mp4 (67.03 MB)
22 Wrapping Up.mp4 (99.18 MB)]
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