Simple Machine Learning
The Essential Concepts, Equations, and Solved Problems
The Simple Science Series, volume 11
A grounded introduction that explains what machine-learning methods actually do. Regression, classification, model evaluation, overfitting, clustering and the basic ideas behind neural networks are presented with their mathematics made simple.
The worked examples are small enough to follow by hand, which is the surest way to understand what happens when the data grows large.
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- Author
- Prof. Dr. Fatih DİKBAŞ
- For
- Students, engineers and self-learners
- Format
- Paperback, 7 × 10 in
- Language
- English
- Publisher
- Wise Falcon Books
- Status
- In preparation
