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Principles of Computational Thinking for Engineers
Unit 1. Computing Basics
Expressions, Variables, and Types
Functions, Control Statements, Recursion and Testing
Programs and Modules
Data Input and Output
Unit 2. Data Structures
Data Structures
Vectors, Matrices and Linear Algebraic Equations
Dimensionality Reduction, Eigenvalues, and Eigenvectors
Unit 3. Learning and Optimization
Ordinary Least Squares Problems
Linear Programming
Dynamic programming and Heuristic Optimization
References
Repository
Open issue
Index
