Learn LLM Path / pillar 2 of 10
Free track: every swapped resource costs $0. Concepts you already checked stay checked.
go from "I can call an API" to "I can ship an LLM feature." Ed Donner's course (Ollama-first, laptop-friendly) is strongest here
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APIs, prompts, streaming, multi-provider
Building Systems with the ChatGPT API - DeepLearning.AIvideoFREE~1h
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Tool / function calling
Function-calling and data extraction with LLMs - DeepLearning.AI + 🟢 OpenAI Cookbook: function callingarticleFREE~1h + read
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Fast UIs (Gradio)
Building Generative AI Applications with Gradio - DeepLearning.AI (or 🟢 Gradio official Quickstart docs)docsFREE~1h
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Open-source models & HuggingFace
Open Source Models with Hugging Face - DeepLearning.AI + 🟢 HuggingFace NLP Course Ch.1-2videoFREE~1h + 3h
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Model selection / leaderboards
Hugging Face Open LLM Leaderboard (read) + provider pricing pagesarticleFREEread
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Structured output (JSON/Pydantic)
Structured outputs - OpenAI docs ↗docsFREEread
Free · Extras
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Prompt engineering patterns (few-shot, CoT, system prompts)
ChatGPT Prompt Engineering for Developers - DeepLearning.AI + 🟢 promptingguide.ai (read)article~1h + 1h read⚠ link unverified