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· 분류 : 외국도서 > 컴퓨터 > 프로그래밍 언어 > Python
· ISBN : 9780262529624
· 쪽수 : 480쪽
· 출판일 : 2016-08-12
목차
1. Getting Started
2. Introduction to Python
3. Some Simple Numerical Programs
4. Functions, Scoping, and Arstraction
5. Structured Types, Mutability, and Higher-Order Functions
6. Testing and Debugging
7. Exceptions and Assertions
8. Classes and Object-Oriented Programming
9. A Simplistic Introduction to Algorithmic Complexity
10. Some Simple Algorithms and Data Structures
11. Plotting and More About Classes
12. Knapsack and Graph Optimization Problems
13. Dynamic Programming
14. Random Walks and More About Data Visualization
15. Stochastic Programs, Probability, and Distributions
16. Monte Carlo Simulation
17. Sampling and Confidence Intervals
18. Understanding Experimental Data
19. Randomized Trials and Hypothesis Checking
20. Conditional Probability and Bayesian Statistics
21. Lies, Damned Lies, and Statistics
22. A Quick Look at Machine Learning
23. Clustering
24. Classification Methods
