Important Topics to Prepare for GATE 2024 DA

Subject Wise Important Topics to Prepare for GATE 2024 DA

• Permutations and Combinations
• Independent events, mutually exclusive events
• Bayes Theorem
• Variance, mean, median, mode and standard deviation, correlation, and covariance
• Bernoulli, Binomial Distribution
• t-distribution, chi-squared distributions
• z-test, t-test, chi-squared test

• Vector space, subspaces
• Linear dependence and independence of vectors
• Matrices
• Eigenvalues and Eigenvectors
• Determinant
• LU decomposition, singular value decomposition

• Functions of a single variable
• Limits, continuity, and differentiability
• Taylor Series
• Maxima and Minima

• Programming in Python
• Search Algorithms
• Basic Sorting Algorithms
• Divide and Conquer
• Basic Graph Algorithms

• ER-model
• Relational Model
• Data Transformation
• Data Warehouse Modeling

• Regression and classification problems
• Cross-validation Methods
• Clustering Algorithms
• k-medoid
• Top-down
• Bottom-up: single-linkage, multiple linkage

• Informed, uninformed, and adversarial
• Logic, propositional, and predicate
• Reasoning under uncertainty

GATE DA Exam Pattern Highlights