GATE · DA Data Science and Artificial Intelligence concept book contents
Contents of the GATE · DA Data Science and Artificial Intelligence concept book. It has 14 units; the full text is in the app.
- Probability Foundations and Random Variables
- Probability Distributions and Limit Theorems
- Statistical Inference and Correlation
- Vector Spaces and Linear Systems
- Eigen Decomposition and Matrix Factorization
- Calculus and Optimization
- Python Programming and Data Structures
- Sorting, Searching and Divide and Conquer
- Graph Algorithms and Traversal
- Relational Model, SQL and Normalization
- Data Warehousing and Indexing
- Supervised Learning Models
- Unsupervised Learning and Model Evaluation
- Search and Probabilistic Reasoning