AI & LLM Engineering Mastery GenAI, RAG Complete Guide

16.49 GB | 25min 22s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 Introduction.mp4 | Size: (10.31 MB)
FileName :2 DEMO - What You'll Build in this Course.mp4 | Size: (36.92 MB)
FileName :3 Course Structure.mp4 | Size: (14.52 MB)
FileName :4 How To Get The Most from This Course.mp4 | Size: (22.16 MB)
FileName :1 Development Environment Setup - Overview.mp4 | Size: (7.99 MB)
FileName :2 Install Python on Windows - for WINDOWS USERS.mp4 | Size: (23.64 MB)
FileName :3 Install Python on MAC - for MAC USERS.mp4 | Size: (9.1 MB)
FileName :4 Download Visual Studio Code.mp4 | Size: (4.9 MB)
FileName :5 Install the Python Extension Pack for VS Code.mp4 | Size: (11.58 MB)
FileName :6 Running First Python Program in VS Code.mp4 | Size: (20.47 MB)
FileName :1 Python Deep Dive - Introduction and Overview.mp4 | Size: (9.16 MB)
FileName :1 What is Python and Where It's Used.mp4 | Size: (7.52 MB)
FileName :2 Python Compilation & Interpretation Process.mp4 | Size: (7.09 MB)
FileName :4 Declaring Variables in Python.mp4 | Size: (27.7 MB)
FileName :5 Data Types.mp4 | Size: (32.94 MB)
FileName :6 Python f-Strings.mp4 | Size: (23.39 MB)
FileName :7 Numbers - Integers and Floats.mp4 | Size: (21.35 MB)
FileName :8 Introduction to Lists - Accessing and Modifying Them.mp4 | Size: (42.43 MB)
FileName :9 f-Strings & Individual Values from a List.mp4 | Size: (22.52 MB)
FileName :10 Sorting a List and Getting a List Length.mp4 | Size: (45.25 MB)
FileName :11 Lists and Loops - Looping through a List.mp4 | Size: (21.86 MB)
FileName :12 Making a List of Numbers with Loops and the Range Function.mp4 | Size: (36.41 MB)
FileName :13 Statistics Functions for Numbers.mp4 | Size: (20.69 MB)
FileName :14 Generate Even Numbers with the List and Range.mp4 | Size: (22.94 MB)
FileName :15 Important Code Organization Note.mp4 | Size: (3.89 MB)
FileName :16 List Comprehension.mp4 | Size: (29.65 MB)
FileName :17 Tuples.mp4 | Size: (16.16 MB)
FileName :18 Branching - If Statements and Booleans.mp4 | Size: (45.47 MB)
FileName :19 The Elif and the in Keywords.mp4 | Size: (28.44 MB)
FileName :20 Hands-on - Using AND and OR Logical Operators.mp4 | Size: (45.77 MB)
FileName :21 AND OR Logical Operators.mp4 | Size: (2.01 MB)
FileName :22 Checking for Inequalities.mp4 | Size: (9.46 MB)
FileName :23 Hands-on - Inner If-Statements.mp4 | Size: (23.87 MB)
FileName :24 Data Structures - Dictionaries - Introduction and Declaring and Accessing Values.mp4 | Size: (31.93 MB)
FileName :25 Modifying a Dictionary.mp4 | Size: (32.26 MB)
FileName :26 Iterating Through a Dictionary.mp4 | Size: (28.14 MB)
FileName :27 Nested Dictionaries and Looping Through Them.mp4 | Size: (48.12 MB)
FileName :28 Looping through a Dictionary with a List Inside.mp4 | Size: (31.57 MB)
FileName :29 User Input and While Loops - User Input - Introduction.mp4 | Size: (43.74 MB)
FileName :30 Hands-on - Odd or Even Number.mp4 | Size: (28.89 MB)
FileName :31 While Loops & Simple Quit Program.mp4 | Size: (44.7 MB)
FileName :32 Hands-on - Quiz Game.mp4 | Size: (62.18 MB)
FileName :33 Removing all Instances of Specific Values from a List.mp4 | Size: (7.58 MB)
FileName :34 Hands-on Dream Travel Itinerary Program - Filling a Dictionary with User Input.mp4 | Size: (65.4 MB)
FileName :35 Functions - Introduction.mp4 | Size: (16.81 MB)
FileName :36 Passing Information to a Function (parameters).mp4 | Size: (24.32 MB)
FileName :37 Positional and Named Arguments.mp4 | Size: (9.91 MB)
FileName :38 Default Values - Parameters.mp4 | Size: (18.51 MB)
FileName :39 Return Values from a Function.mp4 | Size: (27.22 MB)
FileName :40 Hands-on - Returning an Integer & Intro do DocString.mp4 | Size: (32.18 MB)
FileName :41 Functions - Passing a List as Argument.mp4 | Size: (16.63 MB)
FileName :42 Passing an Arbitrary Number of Arguments to a Function.mp4 | Size: (40.62 MB)
FileName :43 Introduction to Modules - Importing Specific functions from a Module.mp4 | Size: (34.39 MB)
FileName :44 Using the as as an Alias.mp4 | Size: (10.39 MB)
FileName :45 Classes and OOP - Object Oriented Programming - The init and str methods.mp4 | Size: (47.5 MB)
FileName :46 Adding More Methods to the Class.mp4 | Size: (19.28 MB)
FileName :47 Setting a Default Value for an Attribute.mp4 | Size: (15.2 MB)
FileName :48 Modifying Class Attribute - directly and with Methods.mp4 | Size: (25.45 MB)
FileName :49 Inheritance - Create an Ebook - Child Class.mp4 | Size: (81.81 MB)
FileName :50 Overriding Methods.mp4 | Size: (54.56 MB)
FileName :51 Creating and Importing from a Module.mp4 | Size: (41.38 MB)
FileName :52 The Object Class - Overview.mp4 | Size: (79.06 MB)
FileName :53 The Python Standard Library.mp4 | Size: (24.27 MB)
FileName :54 Random Module - Random Fruit Hands-on.mp4 | Size: (39.59 MB)
FileName :55 Hands-on - Random Fruit with Choice Module Method.mp4 | Size: (28.65 MB)
FileName :56 Using Datetime Module.mp4 | Size: (47.12 MB)
FileName :57 Writing & Reading Files - Do Useful Tasks with Python - Do amazing things.mp4 | Size: (11.98 MB)
FileName :58 The Path Class & Reading a Text File.mp4 | Size: (24.61 MB)
FileName :59 Resolving Path - Reading From a Subdirectory with Path.mp4 | Size: (13.8 MB)
FileName :60 Path Properties Overview.mp4 | Size: (25.02 MB)
FileName :61 Writing to Text file with Path.mp4 | Size: (16.1 MB)
FileName :62 Read and Write to File Using the with Keyword.mp4 | Size: (25.6 MB)
FileName :63 Handling Exceptions.mp4 | Size: (31.43 MB)
FileName :64 The FileNotFound and IndexError Exceptions Types.mp4 | Size: (25.74 MB)
FileName :65 Custom Exception Creation and handling.mp4 | Size: (58.09 MB)
FileName :66 JSON - Reading and Writing to a JSON File.mp4 | Size: (47.88 MB)
FileName :67 Hands-on - Writing and Reading - Countries to JSON file.mp4 | Size: (62.91 MB)
FileName :68 Hands-on - File Organizer.mp4 | Size: (102.59 MB)
FileName :69 Python Virtual Environment and PIP.mp4 | Size: (70.73 MB)
FileName :70 Setting up Virtual Environment and Installing a Package.mp4 | Size: (48.29 MB)
FileName :71 Hands-on Watermarker Python Tool.mp4 | Size: (18.65 MB)
FileName :72 Building an Image Watermarker in Python - Part 1.mp4 | Size: (130.31 MB)
FileName :73 Generating the Watermarked Images.mp4 | Size: (112.25 MB)
FileName :74 Reading CSV File - Introduction.mp4 | Size: (48.81 MB)
FileName :75 Getting the CSV header Position.mp4 | Size: (38.83 MB)
FileName :76 Reading Data from a CSV Column.mp4 | Size: (31.1 MB)
FileName :77 Plotting a Graph with CSV Data.mp4 | Size: (118.53 MB)
FileName :1 Deep and Machine Learning Deep Dive - Overview and Breakdown.mp4 | Size: (100.54 MB)
FileName :2 Deep Learning Key Aspects.mp4 | Size: (109.43 MB)
FileName :3 Deep Neural Network Dissection - Full Dive with Analogies.mp4 | Size: (101.4 MB)
FileName :4 The Single Neuron Computation - Deep Dive.mp4 | Size: (59.83 MB)
FileName :5 Wights - Deep Dive.mp4 | Size: (30.43 MB)
FileName :6 Activation Functions - Deep Dive with Analogies.mp4 | Size: (65.55 MB)
FileName :7 Deep Learning Summary.mp4 | Size: (19.47 MB)
FileName :8 Machine Learning Introduction - Machine Learning vs Deep Learning.mp4 | Size: (50.5 MB)
FileName :9 Learning Types - Education System Analogy.mp4 | Size: (59.62 MB)
FileName :10 Comparative Capabilities Deep Learning and Machine Learning and AI - Summary.mp4 | Size: (47.41 MB)
FileName :1 GenAI Introduction and Architecture Overview.mp4 | Size: (48.75 MB)
FileName :2 GenAI Key Technologies - Limitations and challenges.mp4 | Size: (57.69 MB)
FileName :3 GenAI Key Components Overview and Summary.mp4 | Size: (21.88 MB)
FileName :1 LLMs - Overview.mp4 | Size: (75.5 MB)
FileName :2 The Transformer Architecture - Fundamentals.mp4 | Size: (74.84 MB)
FileName :3 The Self-Attention Mechanism - Analogy.mp4 | Size: (54.86 MB)
FileName :4 The Transformers Library - Deep Dive.mp4 | Size: (43.44 MB)
FileName :5 HANDS-ON - Create a Simple LLM from the Transformers Library - Simple.mp4 | Size: (135.86 MB)
FileName :6 HANDS-ON - Hands-on Enhanced Transformers LLM.mp4 | Size: (93.74 MB)
FileName :7 Open-source vs Closed-source Models - Overview.mp4 | Size: (48.24 MB)
FileName :1 Setup OpenAI Account and API Key.mp4 | Size: (45.49 MB)
FileName :2 Using APIs Effectively in AI Projects.mp4 | Size: (48.91 MB)
FileName :3 HANDS-ON - Making our First Call to OpenAI Model.mp4 | Size: (57.82 MB)
FileName :1 Prompt Engineering Introduction.mp4 | Size: (25.24 MB)
FileName :2 Prompt Engineering and Types - Why it Matters.mp4 | Size: (54.82 MB)
FileName :3 HANDS-ON - Simple Prompting Example.mp4 | Size: (35.7 MB)
FileName :4 Advanced Prompting Techniques and Challenges.mp4 | Size: (51.82 MB)
FileName :5 HANDS-ON - Few-shots Prompting.mp4 | Size: (44.93 MB)
FileName :6 HANDS-ON - Zero-shot Prompting.mp4 | Size: (17.7 MB)
FileName :7 HANDS-ON -Chain-of-Thoughts Prompting.mp4 | Size: (22.39 MB)
FileName :8 HANDS-ON - Instructional Prompting.mp4 | Size: (29.38 MB)
FileName :9 HANDS-ON - Role-Playing and Open-ended Prompting.mp4 | Size: (32.85 MB)
FileName :10 Temperature and Top-p Sampling.mp4 | Size: (29.47 MB)
FileName :11 HANDS-ON - Prompt Techniques Combination and Streaming.mp4 | Size: (44.29 MB)
FileName :12 Prompt Engineering Summary and Takeaways.mp4 | Size: (16.7 MB)
FileName :1 Ollama - Introduction.mp4 | Size: (34.87 MB)
FileName :3 Ollama Deep Dive - Ollama Overview - What is Ollama and Advantages.mp4 | Size: (112.36 MB)
FileName :4 Ollama Key Features and Use Cases.mp4 | Size: (74.96 MB)
FileName :5 System Requirements & Ollama Setup - Overview.mp4 | Size: (17.28 MB)
FileName :6 HANDS-ON - Download and Setup Ollama and Llama3 2 Model.mp4 | Size: (45.76 MB)
FileName :7 Ollama Models Page - Overview.mp4 | Size: (42.42 MB)
FileName :8 Ollama Model Parameters Deep Dive.mp4 | Size: (103.76 MB)
FileName :9 Understanding Parameters and Disk Size and Computational Resources Needed.mp4 | Size: (24.15 MB)
FileName :10 Ollama CLI Commands -Pull and Testing a Model.mp4 | Size: (22.72 MB)
FileName :11 Pull in the Llava Multimodal Model and Caption an Image.mp4 | Size: (45.39 MB)
FileName :12 Summarization and Sentiment Analysis & Customizing Our Model.mp4 | Size: (50.58 MB)
FileName :13 Ollama REST API - Generate and Chat Endpoints.mp4 | Size: (37.37 MB)
FileName :14 Ollama REST API - Request JSON Mode.mp4 | Size: (24.68 MB)
FileName :15 Ollama Models Support Different Tasks - Summary.mp4 | Size: (20.02 MB)
FileName :16 Different Ways to Interact with Ollama Models.mp4 | Size: (36.33 MB)
FileName :17 Ollama Model Running Under Msty App.mp4 | Size: (92.28 MB)
FileName :18 Ollama Python SDK for Building LLM Local Applications.mp4 | Size: (44.24 MB)
FileName :19 HANDS-ON - Interact with Llama3 in Python Using Ollama REST API.mp4 | Size: (35.69 MB)
FileName :20 Ollama Python Library - Chatting with a Model.mp4 | Size: (52.97 MB)
FileName :21 Chat Example with Streaming.mp4 | Size: (13.38 MB)
FileName :22 Using Ollama Show Function.mp4 | Size: (16.3 MB)
FileName :23 Create a Custom Model in Code.mp4 | Size: (30.58 MB)
FileName :1 HANDS-ON - Context and Memory Management Overview.mp4 | Size: (97.13 MB)
FileName :2 What is Context and Memory Management - Deep Dive.mp4 | Size: (143.84 MB)
FileName :3 HANDS-ON - Adding Memory and Context to Chatbox.mp4 | Size: (170.42 MB)
FileName :4 Summary.mp4 | Size: (15.45 MB)
FileName :1 Logging - Introduction - What and the Why.mp4 | Size: (30.87 MB)
FileName :2 Logging in LLM Applications and Logging Life Cycle.mp4 | Size: (79.26 MB)
FileName :3 HANDS-ON - Chatbot with Logging.mp4 | Size: (169.33 MB)
FileName :4 Summary.mp4 | Size: (13.7 MB)
FileName :1 RAG Introduction - What is it.mp4 | Size: (19.13 MB)
FileName :2 RAG Key Components - The RAG Triad.mp4 | Size: (24.52 MB)
FileName :3 RAG vs Pure GenAI Models.mp4 | Size: (28.85 MB)
FileName :4 RAG Deep Dive - Full Diagram Walkthrough.mp4 | Size: (71.65 MB)
FileName :5 RAG Benefits and Practical Applications.mp4 | Size: (59.84 MB)
FileName :6 RAG Challenges.mp4 | Size: (15.72 MB)
FileName :7 RAG Fundamentals - Takeaways - Summary.mp4 | Size: (26.4 MB)
FileName :1 Vector Databases and Embeddings for RAG Workflows - Introduction.mp4 | Size: (12.64 MB)
FileName :3 Introduction to Vector Databases - Full Overview.mp4 | Size: (85.33 MB)
FileName :4 Why Vector Databases.mp4 | Size: (204.3 MB)
FileName :5 Vector Databases - Benefits and Advantages.mp4 | Size: (57.49 MB)
FileName :6 Traditional vs Vector Databases - Limitations and challenges.mp4 | Size: (110.47 MB)
FileName :7 Vector Databases & Embeddings - Full Overview.mp4 | Size: (158.06 MB)
FileName :8 Embeddings vs Vectors - Differences.mp4 | Size: (57.25 MB)
FileName :9 Vector Databases - How They Work and Advantages.mp4 | Size: (61.43 MB)
FileName :10 Vector Databases Use Cases.mp4 | Size: (101 MB)
FileName :11 Vector and Traditional Databases - Summary.mp4 | Size: (9.87 MB)
FileName :12 The Top 5 Vector Databases - Overview.mp4 | Size: (142.55 MB)
FileName :13 Building Vector Databases - Dev Environment Setup.mp4 | Size: (18.25 MB)
FileName :14 Setup VS-Code, Python and OpenAI API Key.mp4 | Size: (45.85 MB)
FileName :15 Chroma Database workflow.mp4 | Size: (126.82 MB)
FileName :16 Creating a ChromaDB and Adding Documents and Querying.mp4 | Size: (70.39 MB)
FileName :17 Looping Through the Results & Showing Similarity Search Results.mp4 | Size: (54.65 MB)
FileName :18 Chroma Default Embedding Function.mp4 | Size: (55.93 MB)
FileName :19 Chroma Vector Database - Persisting Data and Saving.mp4 | Size: (86.1 MB)
FileName :20 Creating an OpenAI Embeddings - Raw without Chroma.mp4 | Size: (74.3 MB)
FileName :21 Using OpenAIs Embedding API to Create Embedding in ChromaDB.mp4 | Size: (97.23 MB)
FileName :22 Vector Databases Metrics and Data Structures.mp4 | Size: (73.25 MB)
FileName :23 Summary.mp4 | Size: (13.88 MB)
FileName :24 Vector Similarity Deep Dive - Cosine Similarity.mp4 | Size: (29.38 MB)
FileName :25 Eucledian Distance - L2 Norm.mp4 | Size: (25.33 MB)
FileName :26 Dot Product.mp4 | Size: (35.86 MB)
FileName :27 Summary.mp4 | Size: (19.83 MB)
FileName :28 Vector Databases and LLM - Deep Dive.mp4 | Size: (67.44 MB)
FileName :29 Loading all Documents.mp4 | Size: (76.67 MB)
FileName :30 Generating Embeddings from Documents and Insert to Vector Database.mp4 | Size: (91.62 MB)
FileName :31 Getting the Relevant Chunks when Given a Query.mp4 | Size: (67.67 MB)
FileName :32 Using OpenAI LLM to Generate Response - Full Workflow.mp4 | Size: (74.66 MB)
FileName :33 Summary.mp4 | Size: (26.19 MB)
FileName :1 Building a RAG Pipeline - Overview.mp4 | Size: (9.57 MB)
FileName :2 First RAG Workflow Architectural Diagram.mp4 | Size: (58.8 MB)
FileName :3 Setting up the Embedding Model Class.mp4 | Size: (75.59 MB)
FileName :4 HANDS-ON - Building and Showcasing the RAG Workflow.mp4 | Size: (143.05 MB)
FileName :5 HANDS-ON - RAG Workflow with UI - Streamlit.mp4 | Size: (88.73 MB)
FileName :6 First RAG Pipeline Summary.mp4 | Size: (31.93 MB)
FileName :1 PDF RAG Workflow - Architecture Overview.mp4 | Size: (77.65 MB)
FileName :2 PDF and Chunk Processing and Chunk Overlap - Deep Dive.mp4 | Size: (100.57 MB)
FileName :3 Setting up the SimpleRAGSystem Class and Methods.mp4 | Size: (110.64 MB)
FileName :4 Testing the PDF RAG System.mp4 | Size: (116.4 MB)
FileName :5 Simple PDF RAG Workflow - Summary.mp4 | Size: (23.08 MB)
FileName :1 LLM Frameworks Introduction - LangChain Fundamentals.mp4 | Size: (51.32 MB)
FileName :2 What is LangChain and and Main Components.mp4 | Size: (79.81 MB)
FileName :3 LangChain Setup and ChatModel.mp4 | Size: (92.54 MB)
FileName :4 Hands-on - LangChain ChatPromptTemplates.mp4 | Size: (52.46 MB)
FileName :5 Indexes, Retrievers and Data Preparation - Overview.mp4 | Size: (39.35 MB)
FileName :6 Hands-On - LangChain TextLoaders.mp4 | Size: (32.79 MB)
FileName :7 Hands-on Text Splitting and Cleaning.mp4 | Size: (63.67 MB)
FileName :8 Hands-on Embeddings and Retriever with FAISS VectorStore.mp4 | Size: (94.16 MB)
FileName :9 LangChain TextSplitter - Deep Dive.mp4 | Size: (28.68 MB)
FileName :10 LangChain DirectoryLoader.mp4 | Size: (44.12 MB)
FileName :11 LangChain PDFLoader.mp4 | Size: (25.81 MB)
FileName :12 Hands-on LangChain Chains.mp4 | Size: (36.9 MB)
FileName :13 Hands-on - Simple RAG System with Chat and LangChain Chains.mp4 | Size: (64.72 MB)
FileName :14 Hands-on Full RAG System QA Bot Using LangChain.mp4 | Size: (177.79 MB)
FileName :1 LLM Application - News Summarizer - Architectural Overview.mp4 | Size: (24.13 MB)
FileName :2 News Summarizer - Full Implementation.mp4 | Size: (200.53 MB)
FileName :3 LLM Application - Youtube Video Summarizer - Architectural Overview.mp4 | Size: (22.84 MB)
FileName :4 Youtube Video Summarizer & Q&A Dependency Setup.mp4 | Size: (55.26 MB)
FileName :5 Youtube Video Summarizer Class Setup and Walkthrough.mp4 | Size: (149.2 MB)
FileName :6 Youtube Video Summarizer Q&A - Testing the Workflow.mp4 | Size: (113.7 MB)
FileName :7 LLM Application - Voice Assistant RAG System - Architectural Overview.mp4 | Size: (25.8 MB)
FileName :8 Voice Assistant RAG System - Demo.mp4 | Size: (35.2 MB)
FileName :9 Voice Assistant RAG System - Walkthrough and Demo.mp4 | Size: (239.77 MB)
FileName :1 RAG and the RAG Triad - Quick Overview and Recap.mp4 | Size: (56.33 MB)
FileName :2 What is RAG and Naive RAG Overview and Pitfalls - Motivation.mp4 | Size: (73.95 MB)
FileName :3 Deep Dive into Each Naive RAG Drawbacks.mp4 | Size: (107.01 MB)
FileName :4 Advanced RAG Technique - Query Expansion with Multiple Queries - Overview.mp4 | Size: (52.36 MB)
FileName :5 Hands-on - Query Expansion with Multiple Queries - Generate Multiple Queries.mp4 | Size: (64.81 MB)
FileName :6 Query Expansion Workflow Architectural Diagram.mp4 | Size: (19.54 MB)
FileName :7 Hands-on- Setting up the Workflow and Code Walkthrough.mp4 | Size: (194.04 MB)
FileName :8 Query Expansion Full RAG Workflow.mp4 | Size: (64.28 MB)
FileName :9 Query Expansion with Multiple Queries Downsides & Summary.mp4 | Size: (24.07 MB)
FileName :10 Re-Ranking & Cross-encoder and Bi-encoders - Overview.mp4 | Size: (85.38 MB)
FileName :11 Reranking Technique RAG System Workflow Architecture.mp4 | Size: (18.98 MB)
FileName :12 Cohere Rerank API Key Setup.mp4 | Size: (40.48 MB)
FileName :13 Hands-on - Re-ranking Implementation with Cohere - Full Implementation.mp4 | Size: (222.7 MB)
FileName :14 Re-ranking Summary.mp4 | Size: (16.08 MB)
FileName :2 RAG & Multimodal RAG - Recap and Overview.mp4 | Size: (77.91 MB)
FileName :3 RAG Benefits and Practical Applications.mp4 | Size: (67.95 MB)
FileName :4 Multimodal RAG - Overview & Motivation and Benefits - How it Works.mp4 | Size: (153.85 MB)
FileName :5 How Search Is Integrated into a Multimodal RAG System - Full Workflow.mp4 | Size: (60.22 MB)
FileName :6 Why Multimodal Search is so Powerful.mp4 | Size: (49.31 MB)
FileName :7 Visual Explanation Why Multimodal Search is so Powerful.mp4 | Size: (85.45 MB)
FileName :8 HANDS-on Multimodal Search System setup - Create Embeddings from Images.mp4 | Size: (68.79 MB)
FileName :9 Finish the Multimodal Search System.mp4 | Size: (104.11 MB)
FileName :10 HANDS-ON - Multimodal Recommender System - Overview.mp4 | Size: (61.51 MB)
FileName :11 Getting our Dataset from HuggingFace & showing Number of Rows.mp4 | Size: (27.85 MB)
FileName :12 Saving Images Embeddings to Vector Database.mp4 | Size: (30.54 MB)
FileName :13 Testing our MultiModal Recommender System - Fetching the Correct Images.mp4 | Size: (45.33 MB)
FileName :14 Setting up the RAG Workflow.mp4 | Size: (77.01 MB)
FileName :15 Putting it all Together and Testing the Multimodal Recommender RAG System.mp4 | Size: (60.28 MB)
FileName :16 Adding a Streamlit UI to the Multimodal Recommender System.mp4 | Size: (38.61 MB)
FileName :1 AI Agents Deep Dive - A Full Overview.mp4 | Size: (127.33 MB)
FileName :2 Agents Characteristics and Use Cases.mp4 | Size: (52.74 MB)
FileName :4 Building our First AI Agent - Project Setup (OpenAI API).mp4 | Size: (31.42 MB)
FileName :5 Build our First AI Agent - Creating the Agent Class and Prompt.mp4 | Size: (113.83 MB)
FileName :6 First AI Agent - Running our First Agent and Seeing the Results.mp4 | Size: (67.78 MB)
FileName :7 Passing Complex Queries Through the Agent.mp4 | Size: (111.12 MB)
FileName :8 First Agent - Using a Loop to Automate our Agent.mp4 | Size: (102.85 MB)
FileName :9 Adding Interactive to Our Agent - Console App.mp4 | Size: (42.21 MB)
FileName :10 Agent Introduction - Section Summary.mp4 | Size: (64.37 MB)
FileName :11 LangGraph - Overview & Key Concepts.mp4 | Size: (96.13 MB)
FileName :12 LangGraph - How It Helps Build AI Agents.mp4 | Size: (48.48 MB)
FileName :13 LangGraph Core Concepts - Simple Flow Diagram.mp4 | Size: (41.35 MB)
FileName :14 LangGraph - Data and State - Overview.mp4 | Size: (35.5 MB)
FileName :15 Building a Simple Agent with LangChain.mp4 | Size: (106.38 MB)
FileName :16 LangGraph Simple Bot - Streaming Values - Console App.mp4 | Size: (53.19 MB)
FileName :17 Adding Tools to our Basic LangGraph Agent.mp4 | Size: (73.24 MB)
FileName :18 Adding tools to the Agent - Part 1.mp4 | Size: (73.17 MB)
FileName :19 Adding Tools to the Agent - Using Built-in Tools - Part 2.mp4 | Size: (50.17 MB)
FileName :20 Adding Memory to Our Agent State.mp4 | Size: (106.65 MB)
FileName :21 Adding Human-in-the-loop to the AI Agent.mp4 | Size: (69.35 MB)
FileName :22 Building AI Agents with LangChain - Section Summary.mp4 | Size: (24.72 MB)
FileName :23 Hands-on - Build a Financial Report Writer AI Agent.mp4 | Size: (24.13 MB)
FileName :24 Agent State and Prompts Setup.mp4 | Size: (57.2 MB)
FileName :25 Creating All Nodes - Functions.mp4 | Size: (116.83 MB)
FileName :26 Adding Nodes and Edges and Running our Agent.mp4 | Size: (140.82 MB)
FileName :27 Adding a GUI to the Agent with Streamlit.mp4 | Size: (96.31 MB)
FileName :28 Optimization Techniques - Overview.mp4 | Size: (57.61 MB)
FileName :29 Financial Report Writer AI Agent - Course Summary.mp4 | Size: (26.7 MB)
FileName :1 Fine-tuning Introduction - Overview.mp4 | Size: (54.84 MB)
FileName :2 Fine-tuning Techniques - Overview.mp4 | Size: (121.43 MB)
FileName :3 Fine-tuning Comparison of Techniques.mp4 | Size: (33.93 MB)
FileName :4 Fine-tuning General Process - Overview.mp4 | Size: (34.61 MB)
FileName :5 Fine-tuning OpenAI Models Pricing.mp4 | Size: (28.88 MB)
FileName :6 Tokens and the Tokenizer OpenAI Tool.mp4 | Size: (28.74 MB)
FileName :7 HANDS-ON - Fine-tuning an OpenAI Model - Full Walkthrough.mp4 | Size: (205.27 MB)
FileName :8 Crating a Chatbot with our Fine-tuned Model and Testing.mp4 | Size: (40.08 MB)
FileName :1 LoRA Introduction - Benefits.mp4 | Size: (63.43 MB)
FileName :2 LoRA Deep Analysis.mp4 | Size: (80.4 MB)
FileName :3 LoRA Implementation Strategy Workflow.mp4 | Size: (21.85 MB)
FileName :4 Hands-on - Training Models - LoRA and PEFT.mp4 | Size: (136.12 MB)
FileName :5 Running LoRA Model Fine-tuning and Testing.mp4 | Size: (88.1 MB)
FileName :6 Creating an API Service to Interface with Our Fine-tuned Models.mp4 | Size: (91.84 MB)
FileName :7 Testing our LoRA Model API Endpoint.mp4 | Size: (57.29 MB)
FileName :8 Chatting with LoRA Fine-tuned Models.mp4 | Size: (52.91 MB)
FileName :9 Full LoRA Workflow - Train and Chat with Fine-tuned Models.mp4 | Size: (75.86 MB)
FileName :1 Wrap up and Next Steps.mp4 | Size: (56.71 MB)]
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