Python for Data Mining Quick Syntax Reference
Authors: Valentina Porcu
ISBN-10: 1484241126
ISBN-13: 9781484241127
Edition 版本: 1st ed.
Released: 2018-12-20
Print Length 页数: 276 pages
Book Description
Learn how to use Python and its structures,how to install Python,and which tools are best suited for data analyst work. This book provides you with a handy reference and tutorial on topics ranging from basic Python concepts through to data mining,manipulating and importing datasets,and data analysis.
Python for Data Mining Quick Syntax Reference covers each concept concisely,with many illustrative examples. You’ll be introduced to several data mining packages,with examples of how to use each of them.
The first part covers core Python including objects,lists,functions,modules,and error handling. The second part covers Python’s most important data mining packages: NumPy and SciPy for mathematical functions and random data generation,pandas for dataframe management and data import,Matplotlib for drawing charts,and scikitlearn for machine learning.
What You’ll Learn
Install Python and choose a development environment
Understand the basic concepts of object-oriented programming
Import,open,and edit files
Review the differences between Python 2.x and 3.x
