Reference Web Resources
- GitHub – DS-AI-GATE/dsai-gate: A Repository consisting resources primarily of the Gate DA and AI
- Your Ultimate Study Guide for GATE 2025 in DS & AI
- Machine Learning Tutorial – GeeksforGeeks
- 100 Days of GATE Data Science and AI – A Complete Guide For Beginners – GeeksforGeeks
- GATE DA 2025 Online Test Series [FREE]
- How to prepare for GATE Data Science and Artificial Intelligence?
- For all GATE Data Science & Artificial Intelligence preparing students, hope this PPT will be useful. Contents taken from various sources.
- GATE-2025 : Data Science and Artificial Intelligence eBook : Kumar, Dr. Rajesh: Amazon.in: Kindle Store
- GATE Data Science And Artificial Intelligence Syllabus 2025 PDF
Video Resources
Probability and Statistics Video Resources
- Introduction to Statistics and Probability (Lectures 1-21)
Watch on YouTube - Statistics and Probability by Dr. Gajendra Purohit
Watch on YouTube - Probability and Statistics Lecture Series in Hindi by Amit Abhash for GATE
Watch on YouTube - Conditional Probability – Solved Problems
Watch on YouTube - Poisson’s Distribution and Problems
Watch on YouTube - Hypothesis Testing
- Watch on YouTube
- Chi-Squared Distribution, Z-Test, and T-Test
- Chi-Squared Distribution – Watch on YouTube
- Z-Test – Watch on YouTube
- T-Test – Watch on YouTube
- Central Limit Theorem
- Probability Distribution Function
Linear Algebra Video Resources
Matrix Algebra – Part 1
Watch on YouTube
Matrix Algebra – Part 2
Watch on YouTube
Matrix Algebra – Part 3
Watch on YouTube
Matrix Algebra – System of Linear Equations
Watch on YouTube
Eigenvalues and Eigenvectors:
Watch here
Rank of a Matrix:
Watch here
Tricks for Solving Matrix Problems:
Watch here
Solving Systems of Linear Equations:
Watch here
Calculus and Optimization Video Resources:
- Complete Playlist by Study Nation Channel:
Watch here - Definite and Indefinite Integrals:
Watch here - Limits – Complete Video on MATH GATE Channel:
Watch here - Quick Revision on Calculus:
Watch here - Basic Concepts of Maxima and Minima:
Watch here - Vector Calculus:
Watch here - Divergence and Curl Theory:
Watch here - Green’s Theorem:
Watch here - Stoke’s Theorem:
Watch here - Line, Surface, and Volume Integrals:
Watch here
Programming in Python
Basic Data Structures: Stacks, Queues, Linked Lists, Trees, Hash Tables
1️⃣ Stacks, Queues, Linked Lists, Trees, Hash Tables – Video 1
2️⃣ Stacks, Queues, Linked Lists, Trees, Hash Tables – Video 2
Search Algorithms: Linear Search & Binary Search
1️⃣ Linear & Binary Search – Video 1
2️⃣ Linear & Binary Search – Video 2
Basic Sorting Algorithms: Selection Sort, Bubble Sort, Insertion Sort
Divide & Conquer: Merge Sort & Quick Sort
1️⃣ Selection Sort, Bubble Sort, Insertion Sort – Video
2️⃣ Merge Sort & Quick Sort – Video 1
3️⃣ Merge Sort & Quick Sort – Video 2
Database Management and Warehousing
ER Model
1️⃣ ER Model – Video 1
2️⃣ ER Model – Video 2
3️⃣ ER Model – Video 3
4️⃣ ER Model – Video 4
Relational Model
1️⃣ Relational Algebra: Watch here
2️⃣ Relational Algebra (Playlist): Watch here
3️⃣ Tuple Calculus: Watch here
4️⃣ SQL: Watch here
5️⃣ Integrity Constraints: (No link provided)
Additional Videos
4️⃣ Watch here
5️⃣ Watch here
6️⃣ Watch here (Duplicate Link)
7️⃣ Watch here
Previous GATE Question Papers
