Machine learning in Python essential techniques for predictive analysis
Machine Learning in Python shows you how to successfully analyze data using only two core machine learning algorithms, and how to apply them using Python. By focusing on two algorithm families that effectively predict outcomes, this book is able to provide full descriptions of the mechanisms at work...
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Indianapolis, IN
Wiley
[2015]
|
| Subjects: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Table of Contents:
- The Two Essential Algorithms for Making Predictions
- Understand the Problem by Understanding the Data
- Predictive Model Building: Balancing Performance, Complexity, and Big Data
- Penalized Linear Regression
- Building Predictive Models Using Penalized Linear Methods
- Ensemble Methods
- Building Ensemble Models with Python