Notes · 3 notebooks · 88 notes

Pick a line, and ride itall the way to production

What I'm learning, jotted down in order. Sign in and your progress follows you.

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Line A3 notes · 3 parts

Finetuning an LLM

A practical, production-first course on SFT, LoRA, DPO, data curation, evaluation, and safe rollout.

Start from note 1 →OutlineNot started
1. Strategy & Roadmap
2. Data Curation
3. Training & Launch
Line B68 notes · 9 parts

LangChain Mastery

Master building LLM applications with LangChain, from basics to advanced agents and RAG.

Start from note 1 →OutlineNot started
0. Intro & Setup
1. LLM Foundations
2. LCEL & Prompt Architecture
3. Data Ingestion & Preparation
4. Embeddings & Vector Stores
5. Retrieval & RAG Patterns
6. Memory & State Management
7. Tools & Agents
8. Production, Evaluation & Governance
Line C17 notes · 5 parts

Python Overview

A high-level overview of the Python programming language.

Start from note 1 →OutlineNot started
1. Foundations
2. Control Flow
3. Data Structures
4. Advanced Tools
5. Data Work
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