AI Engineering (AIE)

AI & Data

• Let's build GPT: from scratch, in code, spelled out. (116 min, Andrej Karpathy, Beginner)
• How I use LLMs (131 min, Andrej Karpathy, Intermediate)
• Run your own AI (but private) (22 min, NetworkChuck, Intermediate)
• Transformers, the tech behind LLMs | Deep Learning Chapter 5 (27 min, 3Blue1Brown, Intermediate)
• [1hr Talk] Intro to Large Language Models (60 min, Andrej Karpathy, Beginner)
• you need to learn MCP RIGHT NOW!! (Model Context Protocol) (39 min, NetworkChuck, Intermediate)
• But what is a neural network? | Deep learning chapter 1 (19 min, 3Blue1Brown, Beginner)
• Deep Dive into LLMs like ChatGPT (211 min, Andrej Karpathy, Advanced)
• Gradient descent, how neural networks learn | Deep Learning Chapter 2 (21 min, 3Blue1Brown, Intermediate)
• host ALL your AI locally (24 min, NetworkChuck, Intermediate)
• AI Agents, Clearly Explained (10 min, Jeff Su, Intermediate)
• Let's reproduce GPT-2 (124M) (241 min, Andrej Karpathy, Intermediate)
• The spelled-out intro to neural networks and backpropagation: building micrograd (146 min, Andrej Karpathy, Beginner)
• AI Engineer Roadmap | How I'd Learn AI in 2024 (31 min, codebasics, Intermediate)
• Build and Deploy Your Own ChatGPT AI App in JavaScript | OpenAI, Machine Learning (62 min, JavaScript Mastery, Intermediate)
• How I'd Learn AI (if I could start over) (18 min, Dave Ebbelaar, Intermediate)
• Attention in transformers, step-by-step | Deep Learning Chapter 6 (26 min, 3Blue1Brown, Beginner)
• Complete Agentic AI Course In 10 Hours- Langchain, Langgraph, RAG,Vectorless RAG, Guardrails,Evals (673 min, Krish Naik, Intermediate)
• How might LLMs store facts | Deep Learning Chapter 7 (23 min, 3Blue1Brown, Intermediate)
• How to Build Effective AI Agents (without the hype) (24 min, Dave Ebbelaar, Intermediate)
• "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 (24 min, AI Jason, Intermediate)
• Let's build the GPT Tokenizer (134 min, Andrej Karpathy, Intermediate)
• Create a Large Language Model from Scratch with Python – Tutorial (344 min, freeCodeCamp.org, Beginner)
• This is how I scrape 99% websites via LLM (23 min, AI Jason, Intermediate)
• Backpropagation calculus | Deep Learning Chapter 4 (10 min, 3Blue1Brown, Intermediate)
• Backpropagation, intuitively | Deep Learning Chapter 3 (13 min, 3Blue1Brown, Intermediate)
• Complete Langchain Course For Generative AI In 3 Hours (194 min, Krish Naik, Intermediate)
• The Essential Main Ideas of Neural Networks (19 min, StatQuest with Josh Starmer, Intermediate)
• Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!! (36 min, StatQuest with Josh Starmer, Intermediate)
• Building AI Agents in Pure Python - Beginner Course (47 min, Dave Ebbelaar, Beginner)
• Complete Langchain GEN AI Crash Course With 6 End To End LLM Projects With OPENAI,LLAMA2,Gemini Pro (242 min, Krish Naik, Beginner)
• Complete RAG Crash Course With Langchain In 2 Hours (128 min, Krish Naik, Beginner)
• Lec 01. Introduction to Deep Learning (61 min, MIT OpenCourseWare, Beginner)
• Neural Network Simply Explained (11 min, codebasics, Intermediate)
• "okay, but I want GPT to perform 10x for my specific use case" - Here is how (10 min, AI Jason, Intermediate)
• Roadmap to Learn Generative AI(LLM's) In 2024 With Free Videos And Materials- Krish Naik (20 min, Krish Naik, Intermediate)
• Building Your First Agentic AI- Financial Agent With Phidata (38 min, Krish Naik, Intermediate)
• LLMs from Scratch – Practical Engineering from Base Model to PPO RLHF (366 min, freeCodeCamp.org, Beginner)
• Simple explanation of convolutional neural network (24 min, codebasics, Beginner)
• The 7 Skills You Need to Build AI Agents (15 min, IBM Technology, Intermediate)
• Build Your Own Auto-GPT Apps with LangChain (Python Tutorial) (30 min, Dave Ebbelaar, Intermediate)
• Day 1- Live Deep Learning Community Session (74 min, Krish Naik, Intermediate)
• Deep Learning Indepth Tutorials In 5 Hours With Krish Naik (342 min, Krish Naik, Intermediate)
• EASIEST Way to Train LLM Train w/ unsloth (2x faster with 70% less GPU memory required) (25 min, AI Jason, Intermediate)
• End To End LLM Project Using LLAMA 2- Open Source LLM Model From Meta (36 min, Krish Naik, Intermediate)
• How to Build Reliable AI Agents (without the hype) (28 min, Dave Ebbelaar, Intermediate)
• How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites) (25 min, Dave Ebbelaar, Intermediate)
• Introduction To Undertsanding RAG(Retrieval-Augmented Generation) (21 min, Krish Naik, Beginner)
• Neural Networks Part 8: Image Classification with Convolutional Neural Networks (CNNs) (15 min, StatQuest with Josh Starmer, Intermediate)
• Recurrent Neural Networks (RNNs), Clearly Explained!!! (17 min, StatQuest with Josh Starmer, Intermediate)
• Stanford CS230 | Autumn 2025 | Lecture 1: Introduction to Deep Learning (60 min, Stanford Online, Beginner)
• "Wait..this AI Agent does research for you 24hrs without hallucination?!" - Here is how (26 min, AI Jason, Intermediate)
• End to End Gen AI Project Using Langchain, OpenAI in Finance Domain (75 min, codebasics, Intermediate)
• End-to-End NLP Project | Build a Chatbot in Dialogflow | NLP Tutorial | S3 E2 (175 min, codebasics, Intermediate)
• LangChain Crash Course For Beginners (46 min, codebasics, Beginner)
• Transformers Explained | Simple Explanation of Transformers (58 min, codebasics, Beginner)
• Best Cursor Workflow that no one talks about... (43 min, AI Jason, Intermediate)
• Build AI Apps with ChatGPT, DALL-E, and GPT-4 – Full Course for Beginners (275 min, freeCodeCamp.org, Beginner)
• Those MCP totally 10x my Cursor workflow… (13 min, AI Jason, Intermediate)
• 1000x Cursor workflow for building apps (28 min, AI Jason, Intermediate)