Python data analytics : with Pandas, NumPy, and Matplotlib / Fabio Nelli.
Imprint
Berkeley, United States : Apress, c. 2018.
Copies
Location
Call No.
Status
Male Library
QA76.73.P98 N455 2018
Available
Male Library
QA76.73.P98 N455 2018 c.2
Available
Female Library
QA76.73.P98 N455 2018
Available
Female Library
QA76.73.P98 N455 2018 c.2
Available
Edition
2nd ed.
Description
xix, 569 p. : ill. ; 27 cm.
Note
KH-AUL-3
Contents
Intro; Table of Contents; About the Author; About the Technical Reviewer; Chapter 1: An Introduction to Data Analysis; Data Analysis; Knowledge Domains of the Data Analyst; Computer Science; Mathematics and Statistics; Machine Learning and Artificial Intelligence; Professional Fields of Application; Understanding the Nature of the Data; When the Data Become Information; When the Information Becomes Knowledge; Types of Data; The Data Analysis Process; Problem Definition; Data Extraction; Data Preparation; Data Exploration/Visualization; Predictive Modeling; Model Validation; Deployment.