24.04 GB | 17min 39s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
1 -RAG, AI Agents and Generative AI with Python and OpenAI Promotional Video.mp4 (30.47 MB)
2 -Course Overview RAG, AI Agents and Generative AI with Python and OpenAI.mp4 (110.78 MB)
3 -Your RAG, AI Agents and Generative AI Course Assistant is Here.mp4 (140.3 MB)
4 -Diogo's Introduction and Background.mp4 (54.18 MB)
5 -Unlimited Updates and Enhancements 2025.mp4 (27.05 MB)
1 -Project Presentation GenAI for Customer Acquisition.mp4 (108.49 MB)
2 -Python - OpenAI Setup.mp4 (96.76 MB)
3 -Python - AI Agent System Prompt.mp4 (136.98 MB)
4 -Python - Processing Images for GenAI.mp4 (83.43 MB)
5 -Python - Extract Data with GenAI.mp4 (206.63 MB)
6 -Python - Improving GenAI Extraction.mp4 (93.7 MB)
7 -Python - GenAI with All Images.mp4 (111.76 MB)
8 -Python - PDF to Images.mp4 (148.16 MB)
9 -Python - Wrapping Up the OpenAI GenAI Project.mp4 (126.06 MB)
1 -Game Plan for RAG with OpenAI Integration.mp4 (33.61 MB)
10 -Python - Generating Embeddings.mp4 (219.43 MB)
11 -Python - Building FAISS Index and Metadata Integration.mp4 (107.44 MB)
12 -Python - Implementing a Robust Retrieval System.mp4 (210.18 MB)
13 -Python - Combining Outputs for Enhanced Results.mp4 (41.93 MB)
14 -Python - Constructing a Generative Model.mp4 (170.72 MB)
15 -Python - Complete RAG System Implementation.mp4 (100.62 MB)
16 -How to Improve RAG Systems Effectively.mp4 (70.43 MB)
17 -Would you help me.mp4 (17.63 MB)
2 -Case Study Briefing Analyzing Cooking Books.mp4 (39.55 MB)
3 -Python - Setting Up OpenAI API Key.mp4 (81.42 MB)
4 -Python - Converting PDF to Images.mp4 (128.74 MB)
5 -Python - Reading a Single Image with GPT.mp4 (176.91 MB)
6 -Python - Enhancing AI with Prompt Engineering.mp4 (143.66 MB)
7 -Python - Reading All Images in a Dataset.mp4 (73.12 MB)
8 -Python - Filtering Non-relevant Information.mp4 (103.15 MB)
9 -Understanding Embeddings in NLP.mp4 (55.63 MB)
1 -Game Plan for Handling Unstructured Data.mp4 (31.62 MB)
10 -Python - Setting Up Word Documents for RAG.mp4 (92.21 MB)
11 -Python - Implementing RAG for Word Documents.mp4 (35.7 MB)
12 -Working with PowerPoint Presentations.mp4 (33.35 MB)
13 -Python - PowerPoint Setup for RAG.mp4 (60.8 MB)
14 -Python - RAG Implementation for PowerPoint.mp4 (49.75 MB)
15 -Working with EPUB Files.mp4 (32.51 MB)
16 -Python - EPUB Setup for RAG.mp4 (66.56 MB)
17 -Python - RAG Implementation for EPUB Files.mp4 (29.42 MB)
18 -Working with PDF Files.mp4 (32.91 MB)
19 -Python - PDF Setup for RAG.mp4 (86.24 MB)
2 -Introduction to Langchain Library.mp4 (56.62 MB)
20 -Python - RAG Implementation for PDF Files.mp4 (91.55 MB)
21 -RAG with Unstructured Data Recap Key Learnings.mp4 (32.72 MB)
3 -Excel Data Best Practices for Data Handling.mp4 (42.05 MB)
4 -Python - Initial Setup for Data Processing.mp4 (84.44 MB)
5 -Python - Loading Data and Implementing Chunking Strategies.mp4 (79.99 MB)
6 -Python - Developing a Retrieval System for Unstructured Data.mp4 (90.55 MB)
7 -Python - Building a Generation System for Dynamic Content.mp4 (144.52 MB)
8 -Python - Building Retrieval and Generation Functions.mp4 (135.81 MB)
9 -Working with Word Documents.mp4 (35.4 MB)
1 -Game Plan for Multimodal RAG.mp4 (28 MB)
10 -Understanding the CLIP Model.mp4 (41.1 MB)
11 -Python - Tokenizing Text for Multimodal Tasks.mp4 (130.4 MB)
12 -Python - Chunking and Embedding Text.mp4 (163.19 MB)
13 -Python - Embedding Images for Multimodal Analysis.mp4 (137.27 MB)
14 -Understanding Cosine Similarity in Multimodal Contexts.mp4 (48.05 MB)
15 -Python - Applying Contrastive Learning and Cosine Similarity.mp4 (168.56 MB)
16 -Python - Visualizing Text and Image Embeddings.mp4 (176.47 MB)
17 -Python - Query Embedding Techniques.mp4 (63.52 MB)
18 -Python - Calculating Cosine Similarity for Query and Text.mp4 (198.52 MB)
19 -Python - GenAI Model Setup for Multimodal Tasks.mp4 (67.52 MB)
2 -Introduction to Multimodal RAG.mp4 (45.26 MB)
20 -Python - Building a GenAI Model.mp4 (99.68 MB)
21 -Multimodal RAG Recap Key Learnings.mp4 (26.19 MB)
3 -Python - Setup and Video Processing.mp4 (86.34 MB)
4 -Python - Extracting Audio from Video.mp4 (139.64 MB)
5 -Python - Compressing Audio Files.mp4 (69.58 MB)
6 -Introduction to Whisper Model.mp4 (47.5 MB)
7 -Python - Transcribing Audio with OpenAI Whisper.mp4 (146.66 MB)
8 -Python - Extracting Frames from Video.mp4 (74.09 MB)
9 -Introduction to Contrastive Learning.mp4 (54.16 MB)
1 -Project Presentation Starbucks Financial Data.mp4 (98.7 MB)
2 -Python - Transcribing Audio with OpenAI Whisper.mp4 (184.8 MB)
3 -Python - Embedding Transcription with CLIP.mp4 (120.51 MB)
4 -Python - Converting PDF to Images.mp4 (88.67 MB)
5 -Python - Embedding Images for Multimodal Analysis.mp4 (75.39 MB)
6 -Python - Retrieval System.mp4 (256.36 MB)
7 -Python - Preparing Context.mp4 (69.68 MB)
8 -Python - Generative AI System.mp4 (190.95 MB)
1 -Game Plan for Knowledge Graphs with LightRAG.mp4 (21.33 MB)
10 -Python - Knowledge Graph Visualization.mp4 (103.05 MB)
11 -Python - Local Knowledge Graph Visualization.mp4 (79.05 MB)
2 -Knowledge Graphs.mp4 (47.38 MB)
3 -Knowledge Graphs vs Embeddings.mp4 (70.07 MB)
4 -Python - LightRAG Setup.mp4 (107.01 MB)
5 -LightRAG.mp4 (28.61 MB)
6 -Python - Setting the Working Directory.mp4 (27.59 MB)
7 -Python - Data Prep.mp4 (53.39 MB)
8 -Python - Naive RAG.mp4 (80.38 MB)
9 -Python - LightRAG.mp4 (87.75 MB)
1 -Game Plan for Agentic RAG.mp4 (22.51 MB)
10 -Python - Retrieving the Documents.mp4 (82.46 MB)
11 -Python - AI Agent that Generates the Answer.mp4 (194.47 MB)
12 -Python - AI Agent that Improves the Answer.mp4 (156.6 MB)
13 -Python - Asking User For More Questions.mp4 (81.65 MB)
14 -Agentic RAG Recap Key Learnings and Next Steps.mp4 (54.27 MB)
2 -AI Agents.mp4 (59.89 MB)
3 -Agentic RAG.mp4 (44.17 MB)
4 -Python - Setup and Data Loading.mp4 (148.87 MB)
5 -State Management and Memory in Agentic Systems.mp4 (60.99 MB)
6 -Python - AgentState Class.mp4 (67.55 MB)
7 -Python - Greeting The Customer.mp4 (68.74 MB)
8 -Python - AI Agent that Checks the Question.mp4 (153.32 MB)
9 -Python - AI Agent that Assesses the Validity of the question.mp4 (112.84 MB)
1 -Game Plan for AI Agents with CrewAI.mp4 (37.6 MB)
10 -Python - Writer AI Agent and Task.mp4 (225.52 MB)
11 -Key Learnings and Outcomes AI Agents with Crew AI.mp4 (18.71 MB)
2 -CrewAI.mp4 (83.45 MB)
3 -Python - Get Serper API key.mp4 (33.9 MB)
4 -Python - CrewAI Setup.mp4 (25.76 MB)
5 -Python - CrewAI Tools.mp4 (69.21 MB)
6 -Python - Research AI Agent.mp4 (102.59 MB)
7 -Python - Research Task.mp4 (52.28 MB)
8 -Python - Preparing the AI Crew.mp4 (76.51 MB)
9 -Python - New Pricing Research Task + WebScraper Tool.mp4 (135.73 MB)
1 -CrewAI Agents Project Presentation.mp4 (70.4 MB)
2 -Python - CrewAI Setup.mp4 (113.22 MB)
3 -Python - AI Agent for Image Description.mp4 (65.09 MB)
4 -Python - AI Agent for Critiques.mp4 (134.43 MB)
5 -Python - AI UX Agent for Suggestions.mp4 (82.1 MB)
6 -Python - AI Product Manager.mp4 (193.82 MB)
1 -Game Plan for OpenAI Swarm and AI Agents.mp4 (43.47 MB)
10 -AI Agents with OpenAI Swarm - Key Learnings and Outcomes.mp4 (53.63 MB)
2 -AI Agents with OpenAI Swarm.mp4 (80.11 MB)
3 -Python - OpenAI Swarm Setup.mp4 (102.56 MB)
4 -Python - AI Agent for Greeting.mp4 (50.61 MB)
5 -News API.mp4 (26.91 MB)
6 -Python - Fetching the News.mp4 (95.65 MB)
7 -Python - AI Agent to Fetch the News.mp4 (32.19 MB)
8 -Python - The AI Main Agent.mp4 (68.26 MB)
9 -Python - Orchestrating the AI Agents.mp4 (190.6 MB)
1 -Python Self-Assessment Notes.mp4 (68.9 MB)
2 -Solutions - Gear Transformation Power Calculation.mp4 (38.94 MB)
3 -Solutions - Poneglyph Collection.mp4 (95.68 MB)
4 -Solutions - Devil Fruit User Class.mp4 (67.4 MB)
1 -Project Briefing - The Psychiatrist.mp4 (47.62 MB)
2 -Python - OpenAI Swarm Setup.mp4 (42.19 MB)
3 -Python - Motivational AI Agent.mp4 (54.7 MB)
4 -Python - Therapist AI Agent.mp4 (83.27 MB)
5 -Python - Hierarchical AI Agents.mp4 (99.31 MB)
6 -Python - Pretty AI Messages.mp4 (173.23 MB)
7 -Python - Wrapping up Pretty Messages.mp4 (54.69 MB)
8 -Python - Counselor AI Agent.mp4 (68.25 MB)
9 -Python - Crisis AI Agent.mp4 (70.15 MB)
1 -Game Plan For OpenAI API GPT Fine Tuning.mp4 (30.89 MB)
10 -Python - Function to Upload Data do OpenAI API.mp4 (96.29 MB)
11 -Python - Fine Tuning a GPT Model.mp4 (128.48 MB)
12 -Python - Checking if Fine-Tuning Job is Completed.mp4 (35.88 MB)
13 -Python - Debugging the Fine Tuning Job.mp4 (102.07 MB)
14 -Evaluating a Fine-Tuned Model.mp4 (67.37 MB)
15 -Python - Testing the Fine-Tuned Model.mp4 (220.44 MB)
16 -Fine-Tuning Recap and Key Learnings.mp4 (63.75 MB)
2 -Why Fine Tuning with OpenAI GPTs.mp4 (59.89 MB)
3 -Python - Fine-Tuning Setup.mp4 (84.72 MB)
4 -Python - Preparing Data for Fine-Tuning.mp4 (135.28 MB)
5 -How to do Fine Tuning with OpenAI GPTs.mp4 (96.25 MB)
6 -Python - Generating the Prompt.mp4 (100.61 MB)
7 -Python - Training and Test Set Split.mp4 (46.33 MB)
8 -Python - Function to Structure Data.mp4 (96.19 MB)
9 -Python - Creating JSONL Files.mp4 (73.09 MB)
1 -Introduction to Python Course.mp4 (48.86 MB)
2 -Setting Up Google Colab.mp4 (86.86 MB)
3 -Setting Up Jupyter Notebook.mp4 (174.86 MB)
1 -Game Plan for Python Essentials.mp4 (10.43 MB)
10 -Python - Variable Types.mp4 (35.05 MB)
11 -Python Solutions - Variable Types.mp4 (28.92 MB)
12 -Arithmetic Operators.mp4 (22.24 MB)
13 -Python - Arithmetic Operators.mp4 (28.42 MB)
14 -Python Solutions - Arithmetic Operators.mp4 (61.19 MB)
15 -Comparison Operators.mp4 (16.54 MB)
16 -Python - Comparison Operators.mp4 (15.18 MB)
17 -Python Solutions - Comparison Operators.mp4 (11.8 MB)
18 -CHALLENGE - Split Bill Calculator.mp4 (72.65 MB)
19 -if-else Conditions.mp4 (24.41 MB)
2 -Print Function.mp4 (19.56 MB)
20 -Python - if-else conditions.mp4 (28.94 MB)
21 -Python Solutions - If-else Conditions.mp4 (49.24 MB)
22 -CHALLENGE - Berghain Club Bouncer.mp4 (88.45 MB)
23 -CHALLENGE Your Monthly Savings Plan.mp4 (138.24 MB)
24 -Key Learnings and Outcomes Python Essentials.mp4 (12.61 MB)
25 -Atomic Habits, by James Clear.mp4 (148.46 MB)
3 -Python - Print Function.mp4 (47.16 MB)
4 -Python Solutions Print Function.mp4 (35.38 MB)
5 -Input Function.mp4 (11 MB)
6 -Python - Input Function.mp4 (26.51 MB)
7 -Python Solutions - Input Function.mp4 (15.78 MB)
8 -CHALLENGE Your Superhero Name.mp4 (21.77 MB)
9 -Variable Types.mp4 (15.97 MB)
1 -Game Plan for Python Intermediate.mp4 (17.2 MB)
10 -Python - Randomization.mp4 (45.23 MB)
11 -Python Solutions - Pick My Next Movie.mp4 (40.32 MB)
12 -CHALLENGE Read My Mind.mp4 (138.07 MB)
13 -Dictionaries.mp4 (10.47 MB)
14 -Python - Dictionaries.mp4 (29.09 MB)
15 -EXERCISE Magical Pet Dictionary.mp4 (54.65 MB)
16 -CHALLENGE - The Budgeting Mastermind.mp4 (144.12 MB)
17 -For Loops.mp4 (11.9 MB)
18 -Python - For Loops.mp4 (18.65 MB)
19 -EXERCISE - Sum of Numbers.mp4 (50.27 MB)
2 -While Loops.mp4 (11.32 MB)
20 -EXERCISE - Count the Number of Characters.mp4 (40.28 MB)
21 -CHALLENGE - Treasure Hunter.mp4 (111.03 MB)
22 -Functions.mp4 (22.01 MB)
23 -Python - Functions.mp4 (40.77 MB)
24 -Python Solutions - Adding Numbers.mp4 (13.08 MB)
25 -Python Solutions - Counting Vowels.mp4 (22.07 MB)
26 -Python Solutions - Fahrenheit to Celsius.mp4 (54.89 MB)
27 -CHALLENGE - Recipe Converter.mp4 (161.85 MB)
28 -Key Learnings and Outcomes Python Intermediate.mp4 (17.62 MB)
29 -Limitless, by Jim Kwik.mp4 (174.63 MB)
3 -Python - While Loops.mp4 (32 MB)
4 -Python Solutions - Countdown Timer.mp4 (18.58 MB)
5 -Lists.mp4 (20.79 MB)
6 -Python - Lists.mp4 (41.01 MB)
7 -Python Solutions - Expense Report.mp4 (22.79 MB)
8 -Python Solutions - Fibonacci Numbers.mp4 (24.01 MB)
9 -Randomization.mp4 (22.32 MB)
1 -Project Presentation - Virtual Escape Game.mp4 (28.29 MB)
2 -Python - Virtual Escape Game Solutions Part 1.mp4 (112.33 MB)
3 -Python - Virtual Escape Game Solutions Part 2.mp4 (113.56 MB)
4 -Python - ChatGPT Solutions.mp4 (216.3 MB)
1 -Game Plan for Introduction to Classes.mp4 (27.69 MB)
10 -Solutions - Implement a Simple Pokémon Trainer Class.mp4 (44.81 MB)
11 -Solutions - HP Attribute, take damage and Fainting.mp4 (75.94 MB)
12 -Object-Oriented Principles Inheritance and Polymorphism.mp4 (69.43 MB)
13 -Python - Inheritance.mp4 (94.54 MB)
14 -Polymorphism.mp4 (60.18 MB)
15 -Python - Polymorphism.mp4 (187.16 MB)
16 -Solutions - Implementing Type-Specific Status Effects in take damage.mp4 (74.98 MB)
17 -OOP Principles Encapsulation and Abstraction.mp4 (99.03 MB)
18 -Python - Protected Attributes.mp4 (61.12 MB)
19 -Solutions - Protected Attributes.mp4 (68.19 MB)
2 -Understanding Classes and Objects.mp4 (36.98 MB)
20 -Python - Privates Attributes.mp4 (76.17 MB)
21 -Solutions - Private Attributes.mp4 (87.21 MB)
22 -Python - Abstraction.mp4 (167.72 MB)
23 -Solutions - Abstraction.mp4 (157.76 MB)
24 -Key Learnings and Outcomes - Introduction to Classes.mp4 (28.31 MB)
3 -Python - Creating Your First Class.mp4 (63.25 MB)
4 -Python - Creating and Using Objects.mp4 (85.36 MB)
5 -Class Attributes and Methods.mp4 (69.26 MB)
6 -Python - Class Attributes and Methods.mp4 (123.94 MB)
7 -Solutions - Create a Team Summary Function.mp4 (81.96 MB)
8 -Solutions - Swap Pokémon Levels.mp4 (59.46 MB)
9 -Solutions - Filter Pokémon by Type.mp4 (74.34 MB)
1 -Project Presentation Bitte Eats.mp4 (32.8 MB)
2 -Python - Items and Restaurants.mp4 (196.66 MB)
3 -Python - Customer and Orders.mp4 (250.64 MB)
4 -Python - Delivery Drivers and Testing.mp4 (119.85 MB)
5 -Python - Subclasses for Delivery Drivers.mp4 (73.37 MB)
1 -Game Plan for Fundamentals of Retrieval Systems.mp4 (32.12 MB)
10 -Python - Implementing TF-IDF Part 1.mp4 (99.12 MB)
11 -Python - Implementing TF-IDF Part 2.mp4 (56.01 MB)
12 -Python - TF-IDF Function and Output Analysis.mp4 (60.4 MB)
13 -Boolean Retrieval Model.mp4 (49.3 MB)
14 -Python - Preprocessing Steps Part 2.mp4 (98.17 MB)
15 -Python - Setting a Directory.mp4 (77.99 MB)
16 -Python - Boolean Retrieval Implementation.mp4 (108.44 MB)
17 -Probabilistic Retrieval Model.mp4 (49.4 MB)
18 -Python - Probabilistic Retrieval Model Setup.mp4 (48.34 MB)
19 -Python - Probabilistic Retrieval Model.mp4 (74.23 MB)
2 -Overview of Information Retrieval.mp4 (40.52 MB)
20 -How Google Search Works.mp4 (94.76 MB)
21 -Key Concepts Indexing, Querying, and Ranking.mp4 (58.19 MB)
22 -Section Recap Key Learnings.mp4 (17.59 MB)
3 -Understanding Tokenization in NLP.mp4 (57.61 MB)
4 -OpenAI Tokenizer.mp4 (69.89 MB)
5 -Python - Libraries and Data Handling for RAG.mp4 (91.22 MB)
6 -Python - Tokenization Techniques.mp4 (84 MB)
7 -Python - Preprocessing Steps.mp4 (122.97 MB)
8 -Types of Retrieval Systems.mp4 (51.29 MB)
9 -Vector Space Model (TF-IDF).mp4 (68.68 MB)
1 -Chain-of-Thought Prompt Engineering.mp4 (112.79 MB)
2 -ReAct Prompt Engineering.mp4 (95.21 MB)
1 -Game Plan for Basics of Generation Models.mp4 (12.91 MB)
10 -System Message and Parameters.mp4 (207.15 MB)
11 -Python - Text Generation with System Message.mp4 (72.72 MB)
12 -Python - Text Generation with Parameters.mp4 (135.61 MB)
13 -OpenAI Playground - Top P.mp4 (45.2 MB)
14 -Basics of Generation Models Recap Key Learnings.mp4 (15.52 MB)
2 -Introduction to Text Generation.mp4 (30.83 MB)
3 -Understanding Transformers.mp4 (85.45 MB)
4 -Rock-Paper-Scissors, Dices, and Strawberries.mp4 (132.99 MB)
5 -Getting a Hugging Face Key.mp4 (49.71 MB)
6 -Python - Langchain and Hugging Face Setup.mp4 (163.46 MB)
7 -Python - Basic Text Generation.mp4 (95.08 MB)
8 -Attention Mechanisms in NLP.mp4 (42.77 MB)
9 -Understanding Generation Model Parameters.mp4 (39.16 MB)
1 -LLMs, Few-shot, Scaling, and Factuality.mp4 (100.55 MB)
1 -Game Plan for Integrating Retrieval and Generation.mp4 (20.7 MB)
2 -Introduction to RAG Architecture.mp4 (35.33 MB)
3 -Python - Hugging Face Setup.mp4 (76.46 MB)
4 -Python - Tokenization and Embeddings for RAG.mp4 (126.34 MB)
5 -FAISS Index Efficient Similarity Search.mp4 (32.54 MB)
6 -Python - Building a Retrieval System.mp4 (70.26 MB)
7 -Python - Developing a Generative Model.mp4 (100.88 MB)
8 -Python - Implementing the RAG System.mp4 (97.95 MB)
9 -What Have We Learned and Where Do We Go from Here.mp4 (26.59 MB)
1 -LongRAG and LightRAG.mp4 (146.66 MB)
1 -Game Plan for OpenAI API.mp4 (27.6 MB)
10 -Python - Assess My Python Course Thumbnail.mp4 (68.65 MB)
11 -Key Learnings and Outcomes OpenAI API.mp4 (39.48 MB)
2 -OpenAI API for Text.mp4 (55.65 MB)
3 -Python - Setting Up OpenAI API Key.mp4 (81.43 MB)
4 -Python - OpenAI API Setup.mp4 (66.78 MB)
5 -Python - Generating Text with OpenAI API.mp4 (102.17 MB)
6 -Python - OpenAI API Parameters.mp4 (174.85 MB)
7 -OpenAI API for Images.mp4 (48.35 MB)
8 -Python - With Image URL.mp4 (76.31 MB)
9 -Python - Converting Images to Base64.mp4 (59.15 MB)]
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