Introduction to Computation and Programming Using Python : With Application to Computational Modeling and Understanding Data, 3/e (Paperback)

The new edition of an introduction to the art of computational problem solving using Python.

This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including numpy, matplotlib, random, pandas, and sklearn. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of data science for using computation to model and interpret data as well as substantial material on machine learning.

All of the code in the book and an errata sheet are available on the book's web page on the MIT Press website.

這是一本介紹使用Python進行計算問題解決藝術的新版入門書籍。

本書將沒有或只有很少程式設計經驗的學生引入使用Python和各種Python庫（包括numpy、matplotlib、random、pandas和sklearn）進行計算問題解決的藝術。它提供了讓學生能夠有效運用計算技術的技能，包括使用計算來建模和解釋數據的數據科學工具和技術，以及大量關於機器學習的內容。

本書中的所有代碼和勘誤表都可以在MIT Press網站上的書籍網頁上找到。

John V. Guttag is Dugald C. Jackson Professor of Computer Science and Electrical Engineering at MIT.

約翰·古塔格（John V. Guttag）是麻省理工學院（MIT）的道格拉斯·C·傑克遜計算機科學和電氣工程教授。