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
https://doi.org/10.1007/978-3-031-33342-2


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book520502-1001XX(520502.1)Elektronik Kütüphane