Designing Machine Learning Systems with Python Design efficient machine learning systems that give you more accurate results 1st Edition by David Julian 9781785880780 1785880780

Designing Machine Learning Systems with Python Design efficient machine learning systems that give you more accurate results 1st Edition David Julian – Ebook PDF Instant Download/Delivery ISBN(s): 9781785880780, 1785880780

Product details:

• ISBN 10: 1785880780
• ISBN 13: 9781785880780
• Author: David Julian

Gain an understanding of the machine learning design process
Optimize machine learning systems for improved accuracy
Understand common programming tools and techniques for machine learning
Develop techniques and strategies for dealing with large amounts of data from a variety of sources
Build models to solve unique tasks

Table contents:

1. Thinking in Machine Learning

2. Tools and Techniques

3. Turning Data into Information

4. Models – Learning from Information

5. Linear Models

6. Neural Networks

7. Features – How Algorithms See the World

8. Learning with Ensembles

9. Design Strategies and Case Studies

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