Data Science & Artificial Intelligence — Textbook & Study Material

Download the official textbook for Data Science & Artificial Intelligence and see the full chapter list so you know exactly what to cover.

What you will study (chapters)

Chapter 1: Overview of Data Science & AI
Chapter 2: Mathematics for Data Science (Linear Algebra & Probability)
Chapter 3: Programming Tools for Data Science (Python & Libraries)
Chapter 4: Data Wrangling, Exploration & Visualization
Chapter 5: Foundations of Machine Learning
Chapter 6: Model Evaluation, Validation & Responsible AI

Frequently asked questions

Is the Data Science & Artificial Intelligence textbook available for free?

The book linked above is free to download from its source — we link to it rather than hosting a copy, so you always get the current edition. Note that GATE itself does not publish or prescribe a textbook; it publishes the syllabus and past papers, and you should check any book against the current official syllabus.

Is the Data Science & Artificial Intelligence textbook enough to score well, or do I need extra notes?

No single book covers GATE. Use the official syllabus as your checklist, pick a standard reference per topic, and spend most of your time on past papers and timed practice — the exam rewards problem-solving speed far more than re-reading.

How should I study the Data Science & Artificial Intelligence textbook chapter by chapter?

Cover the high-weightage chapters first (use the exam pattern as a guide), make a one-page summary per chapter, and immediately solve a few past-paper questions on it. Active recall beats passive re-reading.

How can I prepare for Data Science & Artificial Intelligence faster?

Begin with the most-frequently-asked topics and the last few years of question papers, then test yourself under timed conditions. If you want guided help, you can use the free AI study tutor for Data Science & Artificial Intelligence — practise past-paper questions and get instant feedback — or a focused Data Science & Artificial Intelligence study guide that condenses the syllabus into the topics that matter most — both are free to start.