Data Science with AI Complete Toolkit

The Toolkit — Code, Notebooks, Datasets & Prompt Library

No book — just everything you'd type out by hand if you read it. This is the practical layer of Data Science with Generative AI, sold on its own for buyers who already have the book (any edition, or a Kindle copy), or who just want a ready-to-run data science + GenAI toolkit without 1,900 pages of prose.

What's inside:

• Code & Notebooks — every one of the 79 chapters and all 10 capstone projects, extracted into runnable .py files and Jupyter notebooks, organized one folder per chapter. Not snippets pulled out of context — the actual working code, ready to run, edit, and build on.
• Datasets — five realistic fictional-company datasets used throughout the book, delivered as clean CSV and Parquet: DukaMart (multi-table retail sales), SafariPay (loans and fraud-flagged transactions), Baobab Health (clinical policy documents and an evaluation set for document-AI work), Kilimo Data (farm yields and market prices), and Nile Telecom (churn tables, plus one deliberately messy raw export for practicing real-world data cleaning). Every dataset plugs directly into the code that references it — no reshaping required.
• Prompt Library — a standalone, organized reference of every ask_llm prompt pattern used across the entire book: the actual prompts that make the code's AI-assisted workflows work, pulled out of their chapters and made browsable and reusable on their own.

Who it's for: readers who already own the book and want the runnable assets without re-downloading the whole thing; engineers and data scientists who'd rather learn from a working, tested codebase and a set of realistic practice datasets than start from a blank notebook; anyone who wants a ready-made prompt library for data-science-flavored LLM work without writing 79 chapters' worth of prompts from scratch.

What you get: code_and_notebooks.zip, datasets.zip, and the Prompt Library PDF — no book files included.

If you decide you want the full explanations behind the code later, every volume and the Master Edition are sold separately — this listing is priced for the toolkit alone.