Subject-wise quizzes help you prepare for GATE Data Science & AI in a focused way. Instead of solving mixed questions, you practice one subject at a time to strengthen fundamentals. These quizzes help you:
- Improve conceptual clarity
- Increase speed and accuracy
- Identify weak areas
- Practice GATE-level MCQs and NAT questions
Below are all the subject wise quizzes of GATE DA :
Probability and Statistics
Probability and Statistics are essential for understanding data uncertainty and making data-driven decisions. Probability helps model random processes, while statistics focuses on data analysis, estimation, and inference. These concepts are core to machine learning, AI and data science tasks in the GATE DA syllabus.
PYQ quiz link: Probability and Statistics
Linear Algebra
Linear Algebra deals with vectors and matrices used to represent and process data. It is essential in data science and AI for tasks like data transformation, dimensionality reduction, and building machine learning models.
PYQ quiz link: Linear algebra
Calculus and Optimization
Calculus helps understand changes in data, and optimization is used to find the best solutions. Both are key in training machine learning models and improving performance.
PYQ quiz link: Calculus and Optimization
Programming , Data structure and Algorithms
This subject covers the logic behind how programs work, how data is organized using structures like arrays, stacks, and trees, and how algorithms solve problems efficiently. It builds the foundation for designing data-driven and AI systems.
PYQ quiz link: Programming, Data structure and Algorithms
Database Management and Warehousing
Database management ensures organized storage and quick access, while data warehousing helps in storing large volumes of historical data for analysis. These concepts are key for building reliable, scalable systems in data science and AI.
PYQ quiz link: Database Management and Warehousing
Machine Learning
Machine Learning is about building models that learn from data and make predictions or decisions. It is a core part of data science and AI, used in tasks like classification, regression, and clustering. GATE DA covers its key concepts, algorithms, and applications.
PYQ quiz link: Machine learning
Artificial Intelligence
Artificial Intelligence (AI) focuses on creating systems that can think, learn, and solve problems like humans. In GATE DA, it includes topics like search algorithms, logic, reasoning, and decision-making all essential for building smart data-driven applications.
PYQ quiz link: Artificial Intelligence
Aptitude
General Aptitude tests basic skills in reasoning, mathematics, and language. It includes topics like arithmetic, algebra, data interpretation, and verbal ability. Strong aptitude helps in problem-solving and logical thinking, which are useful across all areas of data science and AI.
PYQ quiz link: Aptitude