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AI Engineer Core Track LLM Engineering, RAG, QLoRA, Agents

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File Name
Size
08-New_Week_8_Build_Autonomous_multi_agent_system/195-Day 2 Visualizing Chroma Vectors With T Sne And Building A Rag Pipeline.mkv
121 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/2-Day 1 Spanish Tutor Demo With Open Source Models Course Overview.mkv
46 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/3-Day 1 Setting Up Your Llm Development Environment With Cursor And Uv.mkv
56 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/4-Day 1 Setting Up Your Pc Development Environment With Git And Cursor.mkv
44 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/5-Day 1 Mac Setup Installing Git Cloning The Repo And Cursor Ide.mkv
38 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/6-Day 1 Installing Uv And Setting Up Your Cursor Development Environment.mkv
56 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/7-Day 1 Setting Up Your Openai Api Key And Environment Variables.mkv
55 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/8-Day 1 Installing Cursor Extensions And Setting Up Your Jupyter Notebook.mkv
60 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/9-Day 1 Running Your First Openai Api Call And System Vs User Prompts.mkv
63 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/10-Day 1 Building A Website Summarizer With Openai Chat Completions Api.mkv
67 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/11-Day 1 Hands On Exercise Building Your First Openai Api Call From Scratch.mkv
42 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/12-Day 2 Llm Engineering Building Blocks Models Tools Techniques.mkv
35 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/13-Day 2 Your 8 Week Journey From Chat Completions Api To Llm Engineer.mkv
11 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/14-Day 2 Frontier Models Openai Gpt Claude Gemini Grok Compared.mkv
49 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/15-Day 2 Open Source Llms Llama Mistral Deepseek And Ollama.mkv
49 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/16-Day 2 Chat Completions Api Http Endpoints Vs Openai Python Client.mkv
50 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/17-Day 2 Using The Openai Python Client With Multiple Llm Providers.mkv
37 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/18-Day 2 Running Ollama Locally With Openai Compatible Endpoints.mkv
59 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/19-Day 3 Base Chat And Reasoning Models Understanding Llm Types.mkv
23 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/20-Day 3 Frontier Models Gpt Claude Gemini Their Strengths And Pitfalls.mkv
34 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/21-Day 3 Testing Chatgpt 5 And Frontier Llms Through The Web Ui.mkv
37 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/22-Day 3 Testing Claude Gemini Grok Deepseek With Chatgpt Deep Research.mkv
42 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/23-Day 3 Agentic Ai In Action Deep Research Claude Code And Agent Mode.mkv
48 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/24-Day 3 Frontier Models Showdown Building An Llm Competition Game.mkv
37 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/25-Day 4 Understanding Transformers The Architecture Behind Gpt And Llms.mkv
41 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/26-Day 4 From Lstms To Transformers Attention Emergent Intelligence Agentic A.mkv
54 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/27-Day 4 Parameters From Millions To Trillions In Gpt Llama Deepseek.mkv
19 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/28-Day 4 What Are Tokens From Characters To Gpt S Tokenizer.mkv
11 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/29-Day 4 Understanding Tokenization How Gpt Breaks Down Text Into Tokens.mkv
26 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/30-Day 4 Tokenizing With Tiktoken And Understanding The Illusion Of Memory.mkv
50 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/31-Day 4 Context Windows Api Costs And Token Limits In Llms.mkv
41 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/32-Day 5 Building A Sales Brochure Generator With Openai Chat Completions Api.mkv
41 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/33-Day 5 Building Json Prompts And Using Openai S Chat Completions Api.mkv
56 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/34-Day 5 Chaining Gpt Calls Building An Ai Company Brochure Generator.mkv
57 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/35-Day 5 Building A Brochure Generator With Gpt 4 And Streaming Results.mkv
75 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/36-Day 5 Business Applications Challenges Building Your Ai Tutor.mkv
46 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/1-Resources/Github_link.html
1.4 kB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/37-Day 1 Connecting To Multiple Frontier Models With Apis Openai Claude Gemini.mkv
71 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/38-Day 1 Testing Gpt 5 Models With Reasoning Effort And Scaling Puzzles.mkv
38 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/39-Day 1 Testing Claude Gpt 5 Gemini Deepseek On Brain Teasers.mkv
54 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/40-Day 1 Local Models With Ollama Native Apis And Openrouter Integration.mkv
53 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/41-Day 1 Langchain Vs Litellm Choosing The Right Llm Framework.mkv
65 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/42-Day 1 Llm Vs Llm Building Multi Model Conversations With Openai Claude.mkv
71 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/43-Day 2 Building Data Science Uis With Gradio No Front End Skills Required.mkv
40 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/44-Day 2 Building Your First Gradio Interface With Callbacks And Sharing.mkv
37 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/45-Day 2 Building Gradio Interfaces With Authentication And Gpt Integration.mkv
37 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/46-Day 2 Markdown Responses And Streaming With Gradio And Openai.mkv
54 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/47-Day 2 Building Multi Model Gradio Uis With Gpt And Claude Streaming.mkv
56 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/48-Day 3 Building Chat Uis With Gradio Your First Conversational Ai Assistant.mkv
38 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/49-Day 3 Building A Streaming Chatbot With Gradio And Openai Api.mkv
29 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/50-Day 3 System Prompts Multi Shot Prompting And Your First Look At Rag.mkv
51 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/51-Day 4 How Llm Tool Calling Really Works No Magic Just Prompts.mkv
51 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/52-Day 4 Common Use Cases For Llm Tools And Agentic Ai Workflows.mkv
15 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/53-Day 4 Building An Airline Ai Assistant With Tool Calling In Openai And Gradio.mkv
57 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/54-Day 4 Handling Multiple Tool Calls With Openai And Gradio.mkv
45 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/55-Day 4 Building Tool Calling With Sqlite Database Integration.mkv
58 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/56-Day 5 Introduction To Agentic Ai And Building Multi Tool Workflows.mkv
45 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/57-Day 5 How Gradio Works Building Web Uis From Python Code.mkv
58 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/58-Day 5 Building Multi Modal Apps With Dall E 3 Text To Speech And Gradio Bloc.mkv
82 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/59-Day 5 Running Your Multimodal Ai Assistant With Gradio And Tools.mkv
36 MB
02-NEW_Week_2_Build_a_Multi_Modal_Chatbot_LLMs_Gradio_UI_and_Agents/60-Day 5 Extra Compare Frontier Llms With Openrouter Generate Svg Art In Python.mkv
41 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/61-Day 1 Introduction To Hugging Face Platform Models Datasets And Spaces.mkv
70 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/62-Day 1 Huggingface Libraries Transformers Datasets And Hub Explained.mkv
18 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/63-Day 1 Introduction To Google Colab And Cloud Gpus For Ai Development.mkv
113 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/64-Day 1 Getting Started With Google Colab Setup Runtime And Free Gpu Access.mkv
41 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/65-Day 1 Setting Up Google Colab With Hugging Face And Running Your First Model.mkv
53 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/66-Day 1 Running Stable Diffusion And Flux On Google Colab Gpus.mkv
114 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/67-Day 2 Introduction To Hugging Face Pipelines For Quick Ai Inference.mkv
35 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/68-Day 2 Huggingface Pipelines Api For Sentiment Analysis On Colab T4 Gpu.mkv
63 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/69-Day 2 Named Entity Recognition Q A And Hugging Face Pipeline Tasks.mkv
73 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/70-Day 2 Hugging Face Pipelines Image Audio Diffusion Models In Colab.mkv
45 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/71-Day 3 Tokenizers How Llms Convert Text To Numbers.mkv
29 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/72-Day 3 Tokenizers In Action Encoding And Decoding With Llama 3.1.mkv
57 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/73-Day 3 How Chat Templates Work Llama Tokenizers And Special Tokens.mkv
48 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/74-Day 3 Comparing Tokenizers Phi 4 Deepseek And Qwencoder In Action.mkv
28 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/75-Day 4 Deep Dive Into Transformers Quantization And Neural Networks.mkv
36 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/76-Day 4 Working With Hugging Face Transformers Low Level Api And Quantization.mkv
56 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/77-Day 4 Inside Llama Pytorch Model Architecture And Token Embeddings.mkv
47 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/78-Day 4 Inside Llama Decoder Layers Attention And Why Non Linearity Matters.mkv
57 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/79-Day 4 Running Open Source Llms Phi Gemma Qwen Deepseek With Hugging Face.mkv
64 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/80-Day 5 Visualizing Token By Token Inference In Gpt Models.mkv
44 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/81-Day 5 Building Meeting Minutes From Audio With Whisper And Google Colab.mkv
44 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/82-Day 5 Building Meeting Minutes With Openai Whisper And Llama 3.2.mkv
71 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/83-Day 5 Week 3 Wrap Up Build A Synthetic Data Generator With Open Source Models.mkv
19 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/84-Day 1 Choosing The Right Llm Model Selection Strategy And Basics.mkv
66 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/85-Day 1 The Chinchilla Scaling Law Parameters Training Data And Why It Matters.mkv
41 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/86-Day 1 Understanding Ai Model Benchmarks Gpqa Mmlu Pro And Hle.mkv
27 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/87-Day 1 Limitations Of Ai Benchmarks Data Contamination And Overfitting.mkv
79 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/88-Day 1 Build A Connect Four Leaderboard Reasoning Benchmark.mkv
29 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/89-Day 2 Navigating Ai Leaderboards Artificial Analysis Huggingface More.mkv
36 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/90-Day 2 Artificial Analysis Deep Dive Model Intelligence Vs Cost Comparison.mkv
50 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/91-Day 2 Vellum Seal And Livebench Essential Ai Model Leaderboards.mkv
56 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/92-Day 2 Lm Arena Blind Testing Ai Models With Community Elo Ratings.mkv
39 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/93-Day 2 Commercial Use Cases Automation Augmentation Agentic Ai.mkv
28 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/94-Day 3 Selecting Llms For Code Generation Python To C With Cursor.mkv
32 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/95-Day 3 Selecting Frontier Models Gpt 5 Claude Grok Gemini For C Code Gen.mkv
50 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/96-Day 3 Porting Python To C With Gpt 5 230X Performance Speedup.mkv
63 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/97-Day 3 Ai Coding Showdown Gpt 5 Vs Claude Vs Gemini Vs Groq Performance.mkv
59 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/98-Day 4 Open Source Models For Code Generation Qwen Deepseek Ollama.mkv
54 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/99-Day 4 Building A Gradio Ui To Test Python To C Code Conversion Models.mkv
29 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/100-Day 4 Qwen 3 Coder Vs Gpt Oss Openrouter Model Performance Showdown.mkv
31 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/101-Day 5 Model Evaluation Technical Metrics Vs Business Outcomes.mkv
61 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/102-Day 5 Python To Rust Code Translation Testing Gemini 2.5 Pro With Cursor.mkv
51 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/103-Day 5 Porting Python To Rust Testing Gpt Claude And Qwen Models.mkv
50 MB
04-New_Week_4_LLM_Showdown_Evaluating_Models_for_Code_Gen_Business_Tasks/104-Day 5 Open Source Model Wins Rust Code Generation Speed Challenge.mkv
70 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/105-Day 1 Introduction To Rag Retrieval Augmented Generation Fundamentals.mkv
58 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/106-Day 1 Building A Simple Rag Knowledge Assistant With Gpt 4 1 Nano.mkv
66 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/107-Day 1 Building A Simple Rag System Dictionary Lookup And Context Retrieval.mkv
41 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/108-Day 1 Vector Embeddings And Encoder Llms The Foundation Of Rag.mkv
70 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/109-Day 1 How Vector Embeddings Represent Meaning From Word2vec To Encoders.mkv
33 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/110-Day 1 Understanding The Big Idea Behind Rag And Vector Data Stores.mkv
32 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/111-Day 2 Vectors For Rag Introduction To Langchain And Vector Databases.mkv
28 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/112-Day 2 Breaking Documents Into Chunks With Langchain Text Splitters.mkv
59 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/113-Day 2 Encoder Models Vs Vector Databases Openai Bert Chroma Faiss.mkv
43 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/114-Day 2 Creating Vector Stores With Chroma And Visualizing Embeddings With T Sne.mkv
51 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/115-Day 2 3D Vector Visualizations And Comparing Embedding Models.mkv
85 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/116-Day 3 Building A Complete Rag Pipeline With Langchain And Chroma.mkv
32 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/117-Day 3 Building A Rag Pipeline With Langchain Llm Retriever Setup.mkv
47 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/118-Day 3 Building Rag With Langchain Retriever And Llm Integration.mkv
62 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/119-Day 3 Building Production Rag With Python Modules And Gradio Ui.mkv
57 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/120-Day 3 Rag With Conversation History Building A Gradio Ui And Debugging Chunki.mkv
106 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/121-Day 4 Rag Evaluations Measuring Performance And Iterating On Your Pipeline.mkv
40 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/122-Day 4 Evaluating Rag Systems Retrieval Metrics Llm As Judge And Golden Data.mkv
75 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/123-Day 4 Evaluating Rag Systems Mrr Ndcg And Test Data With Pydantic.mkv
80 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/124-Day 4 Llm As A Judge Evaluating Rag Answers With Structured Outputs.mkv
59 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/125-Day 4 Running Rag Evaluations With Gradio Mrr Ndcg And Test Results.mkv
35 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/126-Day 4 Experimenting With Chunking Strategies And Embedding Models In Rag.mkv
52 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/127-Day 4 Testing Openai Embeddings And Evaluating Rag Performance Gains.mkv
45 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/128-Day 5 Advanced Rag Techniques Pre Processing Re Ranking Evals.mkv
53 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/129-Day 5 Advanced Rag Techniques Chunking Encoders And Query Rewriting.mkv
39 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/130-Day 5 Advanced Rag Techniques Query Expansion Re Ranking Graphrag.mkv
86 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/131-Day 5 Building Advanced Rag Without Langchain Semantic Chunking With Llms.mkv
87 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/132-Day 5 Creating Embeddings With Chroma Visualizing With T Sne And Re Ranking.mkv
72 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/133-Day 5 Building Rag Without Langchain Re Ranking And Query Rewriting.mkv
62 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/134-Day 5 Building Production Rag With Query Expansion And Multiprocessing.mkv
75 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/135-Day 5 Advanced Rag Evaluation From 0.73 To 0.91 Mrr With Gpt 4O.mkv
54 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/136-Day 5 Rag Challenge Beat My Results Build Your Knowledge Worker.mkv
43 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/137-Day 1 Training Datasets And Generalization Your Capstone Begins.mkv
62 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/138-Day 1 Finetuning Llms The Price Is Right Capstone Project Intro.mkv
54 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/139-Day 1 Curating Datasets Finding Data Sources And Building Training Sets.mkv
32 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/140-Day 1 Curating Amazon Data With Hugging Face For Price Prediction.mkv
76 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/141-Day 1 Exploring Amazon Dataset Distribution And Removing Duplicates.mkv
56 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/142-Day 1 Weighted Sampling With Numpy And Uploading Datasets To Hugging Face.mkv
66 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/143-Day 2 Five Step Strategy For Selecting And Applying Llms To Business Problems.mkv
42 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/144-Day 2 The Five Step Ai Process Productionizing With Mlops.mkv
32 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/145-Day 2 Data Pre Processing With Llms And Groq Batch Mode.mkv
49 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/146-Day 2 Batch Processing With Groq Api And Jsonl Files For Llm Workflows.mkv
120 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/147-Day 2 Batch Processing With Groq Running 22K Llm Requests For Under 1.mkv
78 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/148-Day 3 Building Baseline Models With Traditional Ml And Xgboost.mkv
48 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/149-Day 3 Building Your First Baseline With Random Pricer And Scikit Learn.mkv
64 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/150-Day 3 Baseline Models And Linear Regression With Scikit Learn.mkv
51 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/151-Day 3 Bag Of Words And Countvectorizer For Linear Regression Nlp.mkv
34 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/152-Day 3 Random Forest And Xgboost Ensemble Models In Scikit Learn.mkv
50 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/153-Day 4 Training Your First Neural Network And Testing Frontier Models.mkv
34 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/154-Day 4 Human Baseline Performance Vs Machine Learning Models In Pytorch.mkv
40 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/155-Day 4 Building Your First Neural Network With Pytorch.mkv
49 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/156-Day 4 Testing Gpt 4O Mini And Claude Opus Against Neural Networks.mkv
55 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/157-Day 4 Testing Gemini 3 Gpt 5.1 Claude 4.5 Grok On Price Prediction.mkv
53 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/158-Day 5 Fine Tuning Openai Frontier Models With Supervised Fine Tuning.mkv
78 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/159-Day 5 Fine Tuning Gpt 4O Nano With Openai S Api For Custom Models.mkv
61 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/160-Day 5 Fine Tuning Gpt 4O Mini Nano Running Jobs And Monitoring Training.mkv
45 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/161-Day 5 Fine Tuning Results When Gpt 4O Mini Gets Worse Not Better.mkv
49 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/162-Day 5 When Fine Tuning Frontier Models Fails Building Deep Neural Networks.mkv
79 MB
06-New_Week_6_From_Traditional_ML_to_DL_to_fine_tuning_a_frontier_model/163-Day 5 Deep Neural Network Redemption 289M Parameters Vs Frontier Models.mkv
69 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/164-Day 1 Introduction To Qlora For Fine Tuning Open Source Models.mkv
38 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/165-Day 1 Lora Training Llama 3.2 With Low Rank Adapters.mkv
23 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/166-Day 1 Lora Hyperparameters And Qlora Quantization Explained.mkv
73 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/167-Day 1 Setting Up Google Colab And Exploring Llama 3.2 Model Architecture.mkv
70 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/168-Day 1 Loading Models With 8 Bit And 4 Bit Quantization Using Qlora.mkv
68 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/169-Day 1 Lora Parameter Calculations And Model Size On Hugging Face.mkv
48 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/170-Day 2 Preparing Your Dataset For Fine Tuning With Token Limits.mkv
53 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/171-Day 2 Fine Tuning Data Prep Rounding Prices And Token Length Optimization.mkv
57 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/172-Day 2 Preparing Hugging Face Datasets And Testing Base Llama 3.2 Model.mkv
54 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/173-Day 2 Base Models Vs Chat Models Understanding Llama Fine Tuning.mkv
55 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/174-Day 3 Fine Tuning Hyperparameters Qlora Settings And Training Config.mkv
34 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/175-Day 3 Learning Rate Optimizers And Training Hyperparameters For Lora.mkv
33 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/176-Day 3 Setting Up Training Hyperparameters Qlora Config Weights Biases.mkv
68 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/177-Day 3 Setting Up Weights Biases And The Huggingface Sft Trainer.mkv
61 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/178-Day 3 Running Fine Tuning With Trl And Monitoring Training In Weights Biases.mkv
55 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/179-Day 4 Monitoring Your Fine Tuning Run With Weights Biases.mkv
58 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/180-Day 4 Full Dataset Training On Google Colab A100 With 800K Data Points.mkv
62 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/181-Day 4 Monitoring Training Loss And Learning Rate In Weights Biases.mkv
41 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/182-Day 4 Analyzing Weights Biases Results And Catching Overfitting.mkv
74 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/183-Day 4 Managing Runs In Weights Biases And Selecting Best Model Checkpoints.mkv
35 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/184-Day 5 Results Day Running Inference On Fine Tuned Models Loss Calculation D.mkv
26 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/185-Day 5 Cross Entropy Loss How Llms Calculate Probability Distributions.mkv
41 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/186-Day 5 Testing Our Fine Tuned Lora Model Against Gpt 4O Nano.mkv
30 MB
07-New_Week_7_Fine_tuned_open_source_model_to_compete_with_Frontier_model/187-Day 5 Fine Tuned Llama 3.2 Crushes Gpt 5.1 And Frontier Models.mkv
62 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/188-Day 1 Intro To Agentic Ai Serverless Deployment On Modal.mkv
48 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/189-Day 1 Designing Agent Architectures Modal Platform Setup.mkv
30 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/190-Day 1 Running Python Locally And In The Cloud With Modal Remote Execution.mkv
57 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/191-Day 1 Setting Up Modal Secrets And Deploying Llama Models To The Cloud.mkv
62 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/192-Day 1 Deploying Fine Tuned Models To Modal Cloud With Persistent Storage.mkv
89 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/193-Day 1 Building Your First Agent With Modal Serverless Ai.mkv
30 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/194-Day 2 Building Advanced Rag With Chromadb And Vector Stores No Langchain.mkv
48 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/1-Day 1 Running Your First Llm Locally With Ollama And Open Source Models(1).mkv
44 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/196-Day 2 Rag With Gpt 4O Vs Fine Tuned Models Building An Ensemble.mkv
42 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/197-Day 2 Ensemble Model Success Combining Rag Neural Networks Modal.mkv
64 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/198-Day 2 Building And Testing An Ensemble Agent With Multiple Llm Calls.mkv
24 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/199-Day 3 Structured Outputs With Pydantic And Constrained Decoding.mkv
47 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/200-Day 3 Building A Deal Scanner With Structured Outputs And Pydantic.mkv
61 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/201-Day 3 Structured Outputs For Parsing Building A Pushover Notification Agent.mkv
70 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/202-Day 4 Building Agentic Ai Planning Agents With Tool Orchestration.mkv
24 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/203-Day 4 Building An Autonomous Planner Agent With Tool Calling And Gpt 4.mkv
54 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/204-Day 4 Building An Autonomous Multi Agent System With Tool Calling And Agent Lo.mkv
67 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/205-Day 4 Building A Multi Model Ai Platform 34 Calls Across Gpt 5 Claude Open.mkv
19 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/206-Day 5 Finalizing Your Agentic Workflow And Becoming An Ai Engineer.mkv
16 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/207-Day 5 Building The Price Is Right Agent Ui With Gradio And Dealagentframework.mkv
40 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/208-Day 5 Course Wrap Up Your Journey To Ai Engineer.mkv
55 MB