Skip to Main Content (Press Enter) Toggle side nav
Introduction to Computation and Programming Using Python, third edition by John V. Guttag

Introduction to Computation and Programming Using Python, third edition

Best Seller
Introduction to Computation and Programming Using Python, third edition by John V. Guttag
Paperback $55.00
Jan 05, 2021 | ISBN 9780262542364

Also available from:

See All Formats (1) +
  • Jan 05, 2021 | ISBN 9780262542364

    Also available from:

  • Jan 26, 2021 | ISBN 9780262363433

    Available from:

*This title is not eligible for purchase to earn points nor for redemption with your code in the Reader Rewards program

Product Details

Table Of Contents

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

Be the first to know!
More from John V. Guttag and book picks sent right to your inbox
More from John V. Guttag and book picks sent right to your inbox
By clicking SIGN UP, I acknowledge that I have read and agree to Penguin Random House’s Privacy Policy and Terms of Use.
Dismiss
Thanks!
Something awesome is on its way.
Back to Top