Machine learning : hands-on for developers and technical professionals / Jason Bell.
Dig deep into the data with a hands-on guide to machine learning. 'Machine Learning' provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals.
Saved in:
Online Access: |
Full Text (via ProQuest) |
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Main Author: | |
Format: | eBook |
Language: | English |
Published: |
Indianapolis, Indiana :
John Wiley & Sons, Inc.,
[2020]
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Edition: | Second edition. |
Subjects: |
Table of Contents:
- What is machine learning?
- Planning for machine learning
- Data acquisition techniques
- Statistics, linear regression, and randomness
- Working with decision trees
- Clustering
- Association rules learning
- Support vector machines
- Artificial neural networks
- Machine learning with text documents
- Machine learning with images
- Machine learning streaming with Kafka
- Apache Spark
- Machine learning with R.