Python for Data Mining Quick Syntax Reference

• Main Author: Porcu, Valentina (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2018.
• Edition: 1st ed. 2018.
• Subjects: Python (Computer program language).; Big data.; Python.; Big Data.

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 anal...

Table of Contents:

• 1. Getting Started
• 2. Introductory Notions
• 3. Basic Objects and Structures
• 4. Functions
• 5. Conditional Instructions and Writing Functions
• 6. Other Basic Concepts
• 7. Importing Files
• 8. pandas
• 9. SciPy and NumPy
• 10. Matplotlib
• 11. scikit-learn.