Machine Learning and Its Applications

ISBN-13: 9781138328228 / Angielski / Twarda / 2019 / 188 str.

Peter Wlodarczak

Opis

This book describes Machine Learning techniques and algorithms that have been used in recent real-world application. It provides an introduction to Machine Learning, describes the most widely used techniques and methods. It also covers Deep Learning and related areas such as function approximation or.

Spis treści

1.Introduction. 2. Machine Learning Basics. 3. Data Pre-Processing. 4. Feature Extraction. 5. Data Mining Algorithms. 6.Supervised Learning. 7. Clustering. 8. Semi-Supervised Learning. 9. Learning Techniques. 10. Association Rules. 11. DeepLearning. 12. Predictive Analytics. 13. Machine Learning Applications. 14. Ethical Considerations. 15. Future Development.