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

Creation Time	Sept. 14, 2026, 4:02 p.m.
Last Access Time	Nov. 9, 2026, 4:52 p.m.
File Size	10.4 GB
Keywords	Core QLoRA RAG AI Track Engineering Agents LLM Engineer
Total Requests	278
Total Files	209
Magnet Link	Please wait ...
	Download (Magnet Link) Play (Watch Online)

08-New_Week_8_Build_Autonomous_multi_agent_system/195-Day 2 Visualizing Chroma Vectors With T Sne And Building A Rag Pipeline.mkv 120.7 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 120.5 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 113.5 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 113.4 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 105.6 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/192-Day 1 Deploying Fine Tuned Models To Modal Cloud With Persistent Storage.mkv 88.9 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 87.0 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 86.0 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/115-Day 2 3D Vector Visualizations And Comparing Embedding Models.mkv 84.9 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 81.7 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 79.8 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 78.6 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 78.6 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 78.2 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 77.5 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 75.7 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 75.2 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 75.2 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 74.7 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 74.2 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 73.2 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 73.0 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 72.2 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 71.1 MB
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 70.8 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 70.6 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 70.5 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 70.4 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 70.4 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/201-Day 3 Structured Outputs For Parsing Building A Pushover Notification Agent.mkv 70.1 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 69.7 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 69.3 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 68.1 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 67.9 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 67.3 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 66.8 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 66.1 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 66.0 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 65.7 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 65.0 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 64.2 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/197-Day 2 Ensemble Model Success Combining Rag Neural Networks Modal.mkv 64.1 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 63.6 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 63.2 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 63.0 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 62.6 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 62.4 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 62.4 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 61.9 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 61.8 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 61.7 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 61.7 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 61.4 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 61.4 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 61.4 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/200-Day 3 Building A Deal Scanner With Structured Outputs And Pydantic.mkv 60.6 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 59.5 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 59.4 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 59.2 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/18-Day 2 Running Ollama Locally With Openai Compatible Endpoints.mkv 58.7 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 58.7 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 58.4 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 58.1 MB
05-New_Week_5_Mastering_RAG_Build_Advanced_Solutions_with_Vector_Embeddings/105-Day 1 Introduction To Rag Retrieval Augmented Generation Fundamentals.mkv 58.0 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 57.7 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 57.3 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 57.2 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 57.1 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 56.9 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 56.9 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 56.8 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 56.6 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 56.5 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 56.5 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 56.4 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 55.8 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 55.7 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 55.6 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 55.6 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 55.4 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/208-Day 5 Course Wrap Up Your Journey To Ai Engineer.mkv 55.3 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 55.3 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 55.1 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 55.1 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 54.2 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 54.1 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 54.1 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 54.0 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 53.9 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 53.8 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 53.7 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 53.5 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 53.4 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 53.3 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 53.1 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 52.9 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 52.8 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 51.7 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 51.1 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 51.1 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 51.0 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 50.9 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 50.6 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 50.4 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 50.2 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 50.1 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 50.1 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 49.6 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 49.6 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 49.3 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 49.2 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 49.2 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 49.1 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 48.6 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/194-Day 2 Building Advanced Rag With Chromadb And Vector Stores No Langchain.mkv 48.5 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/188-Day 1 Intro To Agentic Ai Serverless Deployment On Modal.mkv 48.5 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 48.4 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 48.0 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 47.9 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 47.7 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 47.1 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 46.9 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/199-Day 3 Structured Outputs With Pydantic And Constrained Decoding.mkv 46.6 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 46.0 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/36-Day 5 Business Applications Challenges Building Your Ai Tutor.mkv 45.9 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 45.4 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 45.3 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 44.9 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 44.7 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 44.6 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 44.3 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 43.9 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 43.7 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 43.6 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 43.3 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 43.1 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 42.3 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 42.3 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 41.8 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 41.5 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 41.4 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 41.2 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 41.1 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 41.0 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 41.0 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 40.8 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 40.7 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 40.6 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 40.6 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 40.4 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 40.1 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 39.5 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 39.5 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 39.3 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 38.9 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 38.2 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 37.8 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 37.7 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 37.6 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 37.2 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 37.0 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 36.8 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 36.7 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 36.7 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 36.3 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 36.1 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 35.8 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 35.4 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 35.1 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/12-Day 2 Llm Engineering Building Blocks Models Tools Techniques.mkv 34.7 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 34.7 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 34.2 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 34.1 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 33.7 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 33.6 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 33.2 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 32.9 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 32.2 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 32.0 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 31.8 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 31.5 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 31.5 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 31.1 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/189-Day 1 Designing Agent Architectures Modal Platform Setup.mkv 30.1 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 29.9 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/193-Day 1 Building Your First Agent With Modal Serverless Ai.mkv 29.5 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/71-Day 3 Tokenizers How Llms Convert Text To Numbers.mkv 29.2 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 28.9 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 28.8 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 28.6 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 28.1 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 28.1 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 27.6 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 27.4 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 26.2 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 26.0 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/202-Day 4 Building Agentic Ai Planning Agents With Tool Orchestration.mkv 23.9 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/198-Day 2 Building And Testing An Ensemble Agent With Multiple Llm Calls.mkv 23.7 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 23.2 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 22.9 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 19.2 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 19.0 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 18.8 MB
03-NEW_Week_3_Open_Source_Gen_AI_Automated_Solutions_with_HuggingFace/62-Day 1 Huggingface Libraries Transformers Datasets And Hub Explained.mkv 18.2 MB
08-New_Week_8_Build_Autonomous_multi_agent_system/206-Day 5 Finalizing Your Agentic Workflow And Becoming An Ai Engineer.mkv 15.8 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 15.1 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 11.0 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 10.7 MB
01-NEW_Week_1_Build_Your_First_LLM_Product_Exploring_Top_Models/1-Resources/Github_link.html 1.4 KB

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

File List

Download Torrent

Related Resources

Copyright Infringement