November 2017
Beginner
286 pages
8h 13m
English
book
Statistics for Data Science
by James C. Mott, Rajprasath Subramanian, Shaikh Salamatullah, James D. Miller, Vijayakumar Ramdoss
Content preview from Statistics for Data Science
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Key elements of machine learning
There are a good number of machine learning algorithms in use by data scientists today. In fact, some research indicates that there are perhaps tens of thousands. In addition, hundreds of new algorithms are put forward for use every year.
Based on popular opinion, all machine learning algorithms today are made up of three components. They are as follows:
- Representation
- Evaluation
- Optimization
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