Machine learning with Spark and Python essential techniques for predictive analytic
Learn a simpler and more effective way to analyze data and predict outcomes with Python. 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 p...
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| Format: | eBook |
| Language: | Inglés |
| Published: |
Indianapolis, Ind. :
Wiley
2020.
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| Edition: | 2nd ed |
| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630853906719 |
Table of Contents:
- 1 The Two Essential Algorithms for Making Predictions
- 2 Understand the Problem by Understanding the Data
- 3 Predictive Model Building: Balancing Performance, Complexity, and Big Data
- 4 Penalized Linear Regression
- 5 Building Predictive Models Using Penalized Linear Methods
- 6 Ensemble Methods
- 7 Building Ensemble Models with Python
- Index.
