Machine Learning with Python Theory and Implementation
by
Zollanvari, Amin. author.
Title
:
Machine Learning with Python Theory and Implementation
Author
:
Zollanvari, Amin. author.
ISBN
:
9783031333422
Edition
:
1st ed. 2023.
Physical Description
:
XVII, 452 p. online resource.
Contents
:
Preface -- About This Book -- 1. Introduction -- 2. Getting Started with Python -- 3. Three Fundamental Python Packages -- 4. Supervised Learning in Practice: The First Application Using Scikit-Learn. - 5. K-Nearest Neighbors -- 6. Linear Models -- 7. Decision Trees -- 8. Ensemble Learning -- 9. Model Evaluation and Selection -- 10. Feature Selection -- 11. Assembling Various Learning Stages -- 12. Clustering -- 13. Deep Learning with Keras-TensorFlow. - 14. Convolutional Neural Networks -- 15. Recurrent Neural Networks -- References.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
---|
Online Library | E-Book | 520502-1001 | XX(520502.1) | | Elektronik Kütüphane |