AI One Shot / Marathons
16 complete courses in a single video, 1.5 to 12 hours long. Sorted by views; data from YouTube public pages.
1:44:31Stanford CS229 I Machine Learning I Building Large Language Models (LLMs)Stanford Online1.31M subscribers · 3,104,926 views
Covers: For more information about Stanford's Artificial Intelligence programs visit: https://stanford.io/ai This lecture provides a concise overview of building a ChatGPT-like model, covering both pretraining (language modeling) and post-training (SFT/RLHF). For each component, it explores common practices
2:11:12How I use LLMsAndrej Karpathy8.7M subscribers · 2,831,952 views
Covers: The example-driven, practical walkthrough of Large Language Models and their growing list of related features, as a new entry to my general audience series on LLMs. In this more practical followup, I take you through the many ways I use LLMs in my own life. 00:00:00 Intro into the growing LLM ecosys
5:43:41Create a Large Language Model from Scratch with Python – TutorialfreeCodeCamp.org284K subscribers · 1,521,665 views
Covers: Learn how to build your own large language model, from scratch. This course goes into the data handling, math, and transformers behind large language models. You will use Python. 💻 Code and course resources: https://github.com/Infatoshi/fcc-intro-to-llms
3:19:26Gen AI Course | Gen AI Tutorial For Beginnerscodebasics205K subscribers · 1,464,844 views
Covers: This Gen AI tutorial for beginners is sort of like a Gen AI mini-course where a person can start learning the fundamentals of Gen AI and in the end, we build two end-to-end projects. Below is the outline of the exact topics that are covered. Code for project 1: https://github.com/codebasics/langchai
1:41:59Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 1 - TransformerCovers: For more information about Stanford's graduate programs, visit: https://online.stanford.edu/graduate-education September 26, ...
6:06:21LLMs from Scratch – Practical Engineering from Base Model to PPO RLHFCovers: Learn to build a complete large language model from scratch using only pure PyTorch. This course takes you through the entire lifecycle, from foundational concepts to advanced alignment techniques. By the end, you'll have the deep, hands-on experience needed to build and customize your own LLMs. ✏️
2:26:25AI Engineering Explained: LLM, RAG, MCP, Agent, Fine-Tuning, QuantizationOutcome School6.03K subscribers · 229,578 views
Covers: By the end of this session, you'll be familiar with: • LLM • RAG • MCP • Agent • Fine-tuning • Quantization Live session on AI ...
7:48:39The Complete AI Security Course In 8 Hours-AI Guardrails, LLM Evals & Memory And AgentOpsKrish Naik186K subscribers · 203,551 views
Covers: AI Security, Agentic Memory & AgentOps Masterclass A huge thanks to our amazing mentors — Divesh, Yash, Chirantan, and ...
3:00:05LLM Full Course For Data Engineers (From SCRATCH)Ansh Lamba159K subscribers · 183,166 views
Covers: How LLM works | LLM from scratch | Gen AI | Data Engineering This is a complete beginner-friendly LLM course that explains all the core concepts - NLP, vector embeddings, Transformer architecture, GPT models, BERT models, and more in 3 hours.
11:43:15AI Engineering Full Course for Beginners | LLMs, RAG, LangChain, Agents & GenAITech With Mala6.91K subscribers · 161,852 views
Covers: 🚀 AI Engineering Full Course for Beginners | LLMs, RAG, LangChain, AI Agents & Hugging Face Learn AI Engineering and Generative AI from the ground up. This complete hands-on course covers AI, Machine Learning, Deep Learning, Transformers, Foundation Models, LLMs, LangChain, RAG, Prompt Engineering,
11:56:26LLM Fine-Tuning Course – From Supervised FT to RLHF, LoRA, and MultimodalCovers: Learn how to tailor massive models to specific tasks with this comprehensive, deep dive into the modern LLM ecosystem. You will progress from the core foundations of supervised fine-tuning to advanced alignment techniques like RLHF and DPO, ensuring your models are both capable and helpful. Through
7:36:21LLM Full Course For FREE | Learn To Build An LLM From Scratch 2026 | upGradupGrad and Tab 47 by upGrad · 48,192 views
Covers: Want to understand Large Language Models (LLMs) from the ground up? This LLM Full Course FREE takes you through the core concepts behind LLMs and explains how models like ChatGPT actually process text, understand context, and predict the next token. In this complete LLM course, you'll learn the fund
5:13:46🔥 LLM Full Course in 5 hours | Learn Prompting with Large Language Models (2026) | Edureka Liveedureka!4.44M subscribers · 24,086 views
Covers: 🔥 Prompt Engineering with LLM Course: https://www.edureka.co/prompt-engineering-generative-ai-course 🔥Post Graduate Program in Generative AI and ML: https://www.edureka.co/executive-programs/pgp-generative-ai-machine-learning-certification-training
8:53:34LLM Full Course For FREE | Learn To Build An LLM From Scratch 2026 | upGradCovers: llm #machinelearning #llmexplained Want to understand Large Language Models (LLMs) from the ground up? This LLM Full ...
1:53:45LLM Basics & AI Agents + Build Real AI AgentsThe Testing Academy207K subscribers · 10,396 views
Covers: New Batch – AI Tester Blueprint is Now Open! Want to become an AI Expert in QA & Automation? In this video, I'm sharing a ...
1:34:14Generative AI With LLM Full Course | Learn Generative AI from Scratch| SimplilearnSimplilearn6.74M subscribers · 5,334 views
Covers: Microsoft Applied Agentic AI: Systems Design & Impact ...