TY  - BOOK
AU  - Guttag,John
TI  - Introduction to computation and programming using Python: with application to understanding data 
SN  - 9788120352926 (pbk)
U1  - 005.133 23
PY  - 2016///
CY  - New Delhi
PB  - PHI Learning
KW  - Python (Computer program language)
KW  - Computer programming
KW  - Textbooks
N1  - Includes index; 1- Getting Started 
2- Introduction to Python
3- Some Simple Numerical Problems
4- Functions, Scoping & Abstraction
5- Structured Types, Mutability & Higher-Order Functions
6- Testing & Debugging
7- Exceptions & Assertions
8- Classes & Object-Oriented Programming
9- A Simplistic Introduction to Algorithmic Complexity
10- Some Simple Algorithms & Data Structures
11- Plotting & More About Classes
12- Knapsack & Graph Optimization Problems
13- Dynamic Programming
14- Random Walks & More About Data Visualization
15- Stochastic Programs, Probability & Distributions
16- Monte Carlo Simulation
17- Sampling & Confidence Intervals
18- Understanding Experimental Data
19- Randomized Trials & Hypothesis Checking
20- Conditional Probability & Bayesian Statistics
21- Lies, Damned lies & Statistics
22- A Quick Look at Machine Learning
23- Clustering
24- lassification Methods
ER  -