šŸŽ„ AI-Powered Video Analysis

Understand technical videos instantly with AI explanations. Perfect for learning from coding tutorials, ML lectures, and tech talks.

✨ What You Can Analyze

šŸŽ“ Educational Content

ML tutorials, coding walkthroughs, technical explanations

šŸ“Š Conference Talks

Tech presentations, research demos, framework intros

šŸ”§ Technical Reviews

Tool comparisons, architecture explanations, code reviews

šŸ“¹ Analyze a YouTube Video

Supports public YouTube videos only

šŸ“ Smart Summary

Get key concepts, main points, and technical insights

šŸ”§ Technical Deep Dive

Analyze code, architecture, frameworks, and implementation details

āš–ļø Comparison Analysis

Compare approaches, tools, or methodologies discussed

šŸŽ“ Learning Guide

Create study notes, quiz questions, and learning path

šŸ‘Øā€šŸ’» Code Review

Review code quality, best practices, and improvements

šŸ”¬ Research Analysis

Analyze research papers, methodologies, and findings

🌱 Beginner Friendly

Simplified explanations for newcomers to the field

šŸ› ļø Practical Guide

Step-by-step implementation and hands-on exercises

šŸ’¼ Interview Prep

Extract interview questions and technical concepts

šŸŽÆ Structured Learning Pathways

🌱 Beginner Track

Start your AI/ML journey from the fundamentals

  • • Python Programming Basics
  • • Mathematics for ML
  • • Introduction to Neural Networks
  • • First ML Projects

šŸ”§ Intermediate Track

Dive deeper into advanced ML concepts

  • • Deep Learning Architectures
  • • Computer Vision & NLP
  • • Model Optimization
  • • Production Deployment

šŸš€ Expert Track

Master cutting-edge AI research and techniques

  • • Transformer Architectures
  • • LLM Fine-tuning & Training
  • • Research Paper Analysis
  • • Novel Architecture Design

šŸ“š Featured Course Categories

🧠 LLM & NLP

Language models, transformers, and NLP applications

šŸ‘ļø Computer Vision

Image processing, CNNs, and visual AI

šŸ› ļø MLOps & Production

Deployment, monitoring, and scaling ML systems

šŸ”¬ Research Papers

Latest AI research explained and implemented

šŸ”„ Popular Video Analyses

šŸ”„ Trending 45 min

"Attention Is All You Need" Paper Explained

Deep dive into the Transformer architecture that revolutionized NLP

šŸŽ“ Tutorial 2.5 hrs

"Building GPT from Scratch" Complete Guide

Step-by-step implementation of a GPT model from first principles

āš–ļø Compare 35 min

"PyTorch vs TensorFlow 2024" Comparison

Comprehensive framework comparison with real-world examples

šŸŽ MLX 1.2 hrs

"Apple MLX Framework" Complete Overview

Apple's machine learning framework for unified memory architecture

šŸ”§ Hands-on 3 hrs

"LoRA Fine-tuning" Practical Workshop

Complete LoRA implementation and fine-tuning techniques

šŸ”¬ Research 55 min

"Mixture of Experts" Paper Breakdown

Latest scaling techniques for large language models

šŸ“¹ Complete Video Series

šŸŽÆ "LLM from Scratch" Complete Series

12-part series covering everything from tokenizers to deployment

12 videos
Part 1: Tokenization & Embeddings
Part 2: Attention Mechanisms
Part 3: Transformer Architecture

šŸ”¬ "AI Research Papers" Explained

Weekly breakdown of cutting-edge AI research papers

25+ videos
Latest: Mixture of Experts
Popular: Constitutional AI
Classic: Attention Is All You Need

⚔ Quick Start Templates

šŸ“ Paper Summary

Get key insights from research papers

šŸ”§ Code Review

Analyze coding tutorials and implementations

šŸŽ“ Study Guide

Create comprehensive learning materials

šŸ’¼ Interview Prep

Extract technical interview questions