The Ultimate GenAI and LLM Developer Bundle
File List
| File | Size |
|---|---|
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/011. Pipeline Parallelism Implementation Frameworks and Key Takeaways.mp4 | 11.03 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/010. Benefits of Activation Recomputation and Implementation Strategies.mp4 | 34.21 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/009. Activation Recomputation vs Standard Approach.mp4 | 14.9 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/008. Demo - Activation Recomputation Visualization.mp4 | 9.12 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/007. Understanding Activation Recomputation vs Standard Training - Deep Dive.mp4 | 30.16 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/006. Neural Network and Activation and Backward and Forward Passes - Full Dive.mp4 | 25.18 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/005. Activation Recomputation - Overview and Introduction.mp4 | 3.88 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/004. Pipeline Schedules Key Concepts.mp4 | 10.57 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/003. Pipeline Bubbles Key Concepts.mp4 | 8.05 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/002. Pipeline Parallelism Key Concepts and How it Works - Step by Step.mp4 | 20.62 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/001. Pipeline Parallelism Overview.mp4 | 8.1 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/011. Hybrid Parallelism - What is It and Motivation.mp4 | 6.43 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/010. Hybrid Parallelism - Animation.mp4 | 12.18 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/009. Data vs Model Parallelism.mp4 | 4.45 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/008. Key Differences Highlighted - Data vs Model Parallelism.mp4 | 10.41 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/007. Model vs Data Parallelism.mp4 | 27.52 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/006. LLM Relevance and Implementation.mp4 | 6.62 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/005. Model Parallelism and Tensor Parallelism and Layer Para.mp4 | 27.95 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/004. Real-world Example - Data Parallelism in GPT-3 Training.mp4 | 15.81 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/003. Data Parallelism Advantages for LLM Training.mp4 | 3.39 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/002. Data Parallelism - How It Works.mp4 | 40.62 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/001. Types of Parallelism in LLM Training.mp4 | 5.2 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 7 - Parallel Computing Fundamentals and Parallelism in LLM Training/002. Parallel Computing Fundamentals and Scaling Laws - Deep Dive.mp4 | 28.03 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 7 - Parallel Computing Fundamentals and Parallelism in LLM Training/001. Parallel Computing Introduction - Key Concepts.mp4 | 11.78 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/005. The Transformer Library - Deep Dive.mp4 | 11.2 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/004. The Transformer Architecture Animation.mp4 | 9.71 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/003. The Self-Attention Mechanism - Analogy.mp4 | 14.05 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/002. The Transformer Architecture Fundamentals.mp4 | 18.65 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/001. Introduction.mp4 | 1.63 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/011. DL and ML Comparative Capabilities - Summary.mp4 | 13.5 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/010. Learning Types and Full ML & DL Analogy Example.mp4 | 18.2 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/009. Machine Learning Introduction - ML vs DL.mp4 | 13.49 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/008. Deep Learning - Summary.mp4 | 5.48 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/007. Activation Functions - Deep Dive.mp4 | 16.52 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/006. Weights.mp4 | 7.75 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/005. The Single Neuron Computation - Deep Dive.mp4 | 16.29 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/004. Deep Neural Networks - Deep Dive.mp4 | 29.43 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/003. Deep Learning Key Aspects.mp4 | 28.3 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/002. Deep and Machine Learning - Overview and Breakdown.mp4 | 26.3 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/001. Machine and Deep Learning Introduction.mp4 | 3.99 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 4 - GPU Architecture for LLM Training Deep Dive/002. Why this Architecture Excels.mp4 | 42.99 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 4 - GPU Architecture for LLM Training Deep Dive/001. GPU Architecture for LLM Training.mp4 | 13.01 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/010. GPUs - Overview.mp4 | 4.69 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/009. Understanding Servers and Clients.mp4 | 16.03 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/008. Internet Communication Deep Dive.mp4 | 9.47 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/007. What is the Internet.mp4 | 27.13 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/006. LAN Introduction.mp4 | 26.88 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/005. OS File System Structure.mp4 | 4.84 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/004. Data Storage and File Systems.mp4 | 9.82 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/003. What is a Computer - CPU and RAM Overview.mp4 | 17.02 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/002. Introduction to Cloud Computing and Traditional IT.mp4 | 20.05 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/001. IT Fundamentals - Introduction.mp4 | 2.69 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 2 - Strategies for Parallelizing LLMS - Deep Dive/004. Parallelism vs Single GPU - Summary.mp4 | 12.3 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 2 - Strategies for Parallelizing LLMS - Deep Dive/003. Understanding the Parallel Strategy and Advantages.mp4 | 13.75 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 2 - Strategies for Parallelizing LLMS - Deep Dive/002. Understanding the Single GPU Strategy.mp4 | 9.97 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 2 - Strategies for Parallelizing LLMS - Deep Dive/001. What is Parallelism and Why it Matters.mp4 | 10.76 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 16 - Wrap up and Next Steps/001. Course Summary and Next Steps.mp4 | 6.51 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 15 - Advanced Topics and Emerging Trends/001. Advanced Topics and Emerging Trends.mp4 | 16.71 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/010. Checkpoint Storage Strategy - Summary.mp4 | 3.46 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/009. Implementing a Hybrid Approach - Performance, F.mp4 | 13.84 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/008. Checkpoint Storage Considerations - Deep Dive.mp4 | 9.52 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/007. Multi-level Checkpointing in LLM Training - Ani.mp4 | 32.41 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/006. Asynchronous Checkpointing in LLM Training.mp4 | 24.6 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/005. Incremental Checkpointing in LLM Training.mp4 | 28.12 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/004. Basic Checkpointing in LLM Training.mp4 | 14.05 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/003. Checkpointing in LLM Training - Animation.mp4 | 11.52 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/002. Strategies for Fault Tolerance.mp4 | 18.38 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/001. Fault Tolerance Introduction & Types of Failure.mp4 | 11.22 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/005. Runpod Cleanup.mp4 | 6.71 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/004. HANDS-ON - Parallelism with IMDB Dataset - Deep Dive - True Parallel.mp4 | 143.93 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/003. Setting up Runpod Parallelism in JupyterNotebook.mp4 | 76.54 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/002. Runpod SSH Setup.mp4 | 38.3 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/001. Setup Runpod.io Environment Overview.mp4 | 4 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 12 - HANDS-ON - Data Parallelism w WikiText Dataset and DeepSpeed Mem. Optimization/003. Hands-on - Data Parallelism with DeepSpeed Optimiz.mp4 | 102.1 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 12 - HANDS-ON - Data Parallelism w WikiText Dataset and DeepSpeed Mem. Optimization/002. DeepSpeed - Full Dive.mp4 | 17.08 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 12 - HANDS-ON - Data Parallelism w WikiText Dataset and DeepSpeed Mem. Optimization/001. Hands-on - Data Parallelism - Wikitext-2 Dataset.mp4 | 124.58 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/011. Data Parallelism - Simulated Parallelism on GPU Takeaways.mp4 | 7.8 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/010. HANDS-ON - Data Parallelism - Colab - Full Demo.mp4 | 55.43 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/009. Testing Pseudo Data Parallelism Trained Model.mp4 | 54.05 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/008. HANDS-On - Data Parallelism - Training a Small Model - MNIST D.mp4 | 100.8 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/007. Datasets and Why this Toolkit.mp4 | 12.11 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/006. DeepSpeed and Megatron-LM - Overview.mp4 | 10.69 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/005. TorchVision and TorchDistributed Overview.mp4 | 11.35 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/004. Numpy Overview.mp4 | 4.47 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/003. The Transformers Library - Overview.mp4 | 6.04 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/002. Pytorch - LLM Training Library Overview.mp4 | 10.91 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/001. Strategies for Parallelizing LLMs - Hands-on Introduction.mp4 | 1.88 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/008. Putting it All Together - All Strategies in LLM Training.mp4 | 15.95 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/007. Understanding Tensor Parallelism with LEGO Bricks Animation Demo.mp4 | 10.9 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/006. How Components Work Together in Distributed LLM Training.mp4 | 11.69 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/005. Device Mesh Communication Pattern - Deep Dive.mp4 | 17 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/004. Tensor Communication Patterns - Deep Dive.mp4 | 32.76 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/003. Tensors and Partitioning Strategies - Deep Dive.mp4 | 28.09 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/002. Tensor Parallel Pizza Making Analogy.mp4 | 5.79 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/001. What is Tensor Parallelism and Why - Benefits.mp4 | 14.21 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 1 - Introduction/003. DEMO - What You'll Build in This Course.mp4 | 35.64 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 1 - Introduction/002. Course Structure.mp4 | 2.56 MB |
| Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 1 - Introduction/001. Introduction & What Is This Course About.mp4 | 5.5 MB |
| The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/008. Vector Store as Retriever - New.mp4 | 33.87 MB |
| The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/007. Vector Store Persistence - New.mp4 | 39.14 MB |
Trackers
No trackers found.