Neural Breakdown with AVB Courses

Byte Latent Transformers - Understanding Meta's BLT Model for Efficient Language Processing

Dive into Meta's Byte Latent Transformers (BLT) architecture, exploring how this innovative approach uses byte-level processing and dynamic compute allocation to enhance language model efficiency and performance.

• YouTube
• 37 minutes
• On-Demand
• Free Video

How to Build Multi-lingual Voice Apps in Python with Sarvam.AI - Hands-on Tutorial

Master building 4 multilingual AI voice apps with Sarvam.AI: chatbots with memory, speech-to-speech conversion, task managers using MCP, and YouTube RAG QA systems.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Exploration in Sparse RL Environments - Curiosity and Random Network Distillation (RND)

Explore self-supervised exploration methods in reinforcement learning with Curiosity and Random Network Distillation (RND), learning how these techniques help agents navigate sparse environments through Python and PyTorch implementations.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Best NLP, Transformers, and LLM Research Papers of 2024 - A Comprehensive Review

Explore groundbreaking developments in LLM research through a curated analysis of 2024's most influential papers, covering tokenization, RNN revival, Mamba architecture, and advanced prompting techniques.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Training Small Language Models to Reason with Reinforcement Learning - GRPO from Scratch

Master GRPO algorithm implementation from scratch to train small language models for reasoning using reinforcement learning with PyTorch code and policy gradient techniques.

• YouTube
• 51 minutes
• On-Demand
• Free Video

How to Build Your Own Long-Term Agentic Memory System for LLMs - Mem0 from Scratch with DSPy

Master building agentic memory systems for LLMs using DSPy and QDrant, recreating Mem0's core components from scratch with embeddings, vector databases, and tool calling.

• YouTube
• 52 minutes
• On-Demand
• Free Video

From Attention to Generative Language Models - Building Transformers from Scratch

Master the fundamentals of Causal Generative Language Models through hands-on Pytorch implementation, covering attention mechanisms, transformers, and neural architectures with practical code examples.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Fine-tuning LLMs with Huggingface and PyTorch - A Step-by-Step Tutorial

Master fine-tuning techniques for LLMs using Huggingface and PyTorch, from tokenization to LORA adapters, with hands-on implementation using Meta's Llama-3.2-1B-Instruct model.

• YouTube
• 39 minutes
• On-Demand
• Free Video

TextGrad Tutorial - Optimize LLM Prompts, Math and Code

Master TextGrad framework for optimizing LLM prompts through practical examples covering hallucination reduction, code optimization, math problem-solving, and prompt fine-tuning techniques.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Building YOLO Neural Networks for Object Detection in Python and PyTorch - Part 1

Master the implementation of YOLO neural networks in Python and PyTorch, covering architecture, data preprocessing, Feature Pyramid Networks, and object detection fundamentals.

• YouTube
• 21 minutes
• On-Demand
• Free Video

DSPy Tutorial - Programming Language Models with 8 Key Examples

Master DSPy framework through 8 practical examples, from basic QA to advanced LLM programming concepts like RAG, multi-hop reasoning, and model fine-tuning with popular language models.

• YouTube
• 35 minutes
• On-Demand
• Free Video

History of Computer Vision and CNN Architectures: From LeNet to Vision Transformers

Explore the evolution of Computer Vision through key architectural innovations, from early CNNs to modern Vision Transformers, with clear visualizations explaining breakthrough moments in deep learning history.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Text-to-Image Diffusion AI Model Implementation - A Line-by-Line Code Tutorial

Dive into the fundamentals of diffusion AI models through hands-on PyTorch implementation, covering everything from basic concepts to advanced Latent Diffusion Models for text-to-image generation.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Historical Perspectives on AGI: Definitions, Consciousness, and Alignment Challenges

Explore key debates around AGI through expert perspectives on consciousness, behavior, and alignment, examining scientific theories and current limitations in artificial intelligence development.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Multimodal AI: From First Principles to Neural Networks That See, Hear and Write

Explore the evolution and capabilities of multimodal AI systems, from fundamental principles to advanced models that combine vision, text, and audio for sophisticated machine learning tasks.

• YouTube
• 20 minutes
• On-Demand
• Free Video