LLM Foundations

After this skill you can…

• Explain how transformers generate text
• Understand tokenisation and context limits
• Compare GPT-4, Claude, Gemini, Llama capabilities

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Open Assistant Live Coding (Open-Source ChatGPT Replication)

Yannic Kilcher · intermediate hands-on

→ Build an open-source LLM→ Replicate ChatGPT functionality

I TRAINED AN AI TO SOLVE 2+2 (w/ Live Coding)

Yannic Kilcher · advanced hands-on

→ Train an AI model with live coding→ Solve basic math problems with AI

Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 6: Kernels, Triton

Stanford Online · advanced hands-on

→ Build language models from scratch→ Use Kernels and Triton for language modeling

Run Any AI LOCALLY for FREE Forever! [100% Beginner Tutorial]

Sam Ganguly · beginner hands-on

→ Run AI models locally→ Set up DeepSeek 1.5B on a computer

Use Jupyter notebooks in VS Code!

AssemblyAI · beginner hands-on

→ Use Jupyter notebooks in VS Code→ Develop LLMs with VS Code

Claude works with you on slides, spreadsheets, and contract redlines

Anthropic · intermediate hands-on

→ Use Claude for slide creation→ Automate spreadsheet tasks with Claude→ Redline contracts with Claude

Building a PDF Translation App with ChatGPT

Automata Learning Lab · beginner hands-on

→ Build a PDF translator with ChatGPT→ Use the ChatGPT API for NLP tasks

Preprocessing sentence pairs (PyTorch)

HuggingFace · intermediate hands-on

→ Preprocess sentence pairs→ Use PyTorch for text classification

ChatGPT Just Replaced PowerPoint (Here’s How)

AI Mastermind · beginner hands-on

→ Create presentations using ChatGPT→ Automate tasks with LLMs

The Ultimate LLM Bootcamp Experience Awaits You - Sneak Peek!

Data Science Dojo · beginner hands-on

→ Master LLM tools→ Build practical AI skills

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