Courses What's New Playground Roadmap

Warming up the neural circuits...

Module

PY L4 — Python for Data & AI/ML — Python Data Ai Ml

Pro

62 / 8870%

1Course Roadmap

1Chapter 1 — Jupyter & Notebook Workflows 2Chapter 2 — numpy Fundamentals 3Chapter 3 — pandas DataFrames 4Chapter 4 — Data Cleaning & Transformation 5Chapter 5 — Visualization — matplotlib & seaborn 6Chapter 6 — scikit-learn Fundamentals 6BChapter 6B — Feature Engineering and Preprocessing Pipeline Design 7Chapter 7 — Model Evaluation & Tuning 8Chapter 8 — LLM APIs & Prompt Engineering 8BChapter 8B — Structured Output, Tool Calling, and LLM Guardrails 9Chapter 9 — LangChain & RAG 10Chapter 10 — Vector Databases & Embeddings 10BChapter 10B — Hybrid Retrieval, Reranking, and Vector Operations 11Chapter 11 — AI in Production 11BChapter 11B — AI Evaluation, Incident Response, and Governance 12Chapter 12 — MLOps Basics P4Project P4 — RAG Support Copilot

Unit 4Intermediate45 minNeeds:Chapter 3 — pandas DataFrames

Chapter 4 — Data Cleaning & Transformation

Part of L4

Unlock L4 on its own, or grab the full bundle for maximum value.

Unlock L4 Get full bundle

Continue Learning

Chapter 3 — pandas DataFrames

Chapter 5 — Visualization — matplotlib & seaborn