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کتاب زبان اصلی: مقدمه ای بر برنامه نویسی و محاسبات با استفاده از پایتون ، (2021) Introduction to Computation and Programming Using Python، در قالب فایل pdf.
آنچه در این کتاب می خوانید:
PREFACE
ACKNOWLEDGMENTS
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 AND MORE 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: CLASSIFICATION METHODS
PYTHON 3.8 QUICK REFERENCE INDEX
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