Introduction to Computation and Programming Using Python, third edition

Based on a renowned MIT course, Introduction to Computation and Programming Using Python, third edition invites newcomers to explore computational problem solving through engaging and accessible examples. Designed for readers with little or no prior programming experience, the book introduces Python along with essential libraries such as numpy, matplotlib, random, pandas, and sklearn. Expanding on the foundations of earlier editions, this updated version offers a more approachable introduction to programming. The text is enriched with practical examples, numerous exercises, and a fresh chapter focused on leveraging the pandas package for time series analysis. The code examples have been refined to meet PEP 8 standards, ensuring clarity and consistency throughout the book. Covering a broad spectrum of topics, the book moves beyond traditional programming concepts to include areas like information visualization, simulations for modeling randomness, computational data analysis, statistical reasoning, as well as optimization and dynamic programming techniques. A Python 3 quick reference guide is also provided to support students as they navigate the language.