Eddy Waller | Sergey Sholokh | Read More...

Learning Predictive Analytics with Python

Learning Predictive Analytics with Python

by Ashish Kumar
English | 2016 | ISBN: 1783983264 | 350 Pages | PDF | 4.89 MB

If you wish to learn how to implement Predictive Analytics algorithms using Python libraries, then this is the book for you. If you are familiar with coding in Python (or some other programming/statistical/scripting language) but have never used or read about Predictive Analytics algorithms, this book will also help you. The book will be beneficial to and can be read by any Data Science enthusiasts. Some familiarity with Python will be useful to get the most out of this book, but it is certainly not a prerequisite.

Social Media and the Internet of Things have resulted in an avalanche of data. Data is powerful but not in its raw form - It needs to be processed and modeled, and Python is one of the most robust tools out there to do so. It has an array of packages for predictive modeling and a suite of IDEs to choose from. Learning to predict who would win, lose, buy, lie, or die with Python is an indispensable skill set to have in this data age.

This book is your guide to getting started with Predictive Analytics using Python. You will see how to process data and make predictive models from it. We balance both statistical and mathematical concepts, and implement them in Python using libraries such as pandas, scikit-learn, and numpy.

You'll start by getting an understanding of the basics of predictive modeling, then you will see how to cleanse your data of impurities and get it ready it for predictive modeling. You will also learn more about the best predictive modeling algorithms such as Linear Regression, Decision Trees, and Logistic Regression. Finally, you will see the best practices in predictive modeling, as well as the different applications of predictive modeling in the modern world.

Download:

http://longfiles.com/tttmgxam8xlq/Learning_Predictive_Analytics_with_Python.pdf.html

[Fast Download] Learning Predictive Analytics with Python


Ebooks related to "Learning Predictive Analytics with Python" :
Learning QGIS - Third Edition
R Machine Learning By Example
Database Systems for Advanced Applications
Data Science and Big Data: An Environment of Computational Intelligence
From Social Data Mining and Analysis to Prediction and Community Detection
Data Warehousing in the Age of Big Data
Malware Forensics: Investigating and Analyzing Malicious Code
My SQL Language Reference
Making Sense of Data I: A Practical Guide to Exploratory Data Analysis and Data Mining, 2nd Edition
Expert T-SQL Window Functions in SQL Server
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.