Introduction to Computation and Programming Using Python 3/e +作者：Guttag +年份：2021 年3 版 +ISBN：9780262542364 +書號：CS0446P +規格：平裝/單色 +頁數：664 +出版商：The MIT Press 目錄 1 GETTING STARTED 2 INTRODUCTION TO PYTHON 3 SOME SIMPLE NUMERICAL PROGRAMS 4 FUNCTIONS, SCOPING,AND ABSTRACTION 5 STRUCTURED TYPES AND MUTABILITY 6 RECURSION AND GLOBAL VARIABLES 7 MODULES AND FILES 8 TESTING AND DEBUGGING 9 EXCEPTIONS AND ASSERTIONS 10 CLASSES AND OBJECT-ORIENTED PROGRAMMING 11 A SIMPLISTIC INTRODUCTION TO ALGORITHMIC COMPLEXITY 12 SOME SIMPLE ALGORITHMS AND DATA STRUCTURES 13 PLOTTING AND MORE ABOUT CLASSES 14 KNAPSACK AND GRAPH OPTIMIZATION PROBLEMS 15 DYNAMIC PROGRAMMING 16 RANDOM WALKS ANDMORE ABOUT DATA VISUALIZATION 17 STOCHASTIC PROGRAMS, PROBABILITY, AND DISTRIBUTIONS 18 MONTE CARLO SIMULATION 19 SAMPLING AND CONFIDENCE 20 UNDERSTANDING EXPERIMENTAL DATA 21 RANDOMIZED TRIALS AND HYPOTHESIS CHECKING 22 LIES, DAMNED LIES, AND STATISTICS 23 EXPLORING DATA WITH PANDAS 24 A QUICK LOOK AT MACHINE LEARNING 25 CLUSTERING 26 CLASSIFICATIONMETHODS PYTHON 3.8 QUICK REFERENCE