Machine Learning with Python Theory and Implementation
tarafından
 
Zollanvari, Amin. author.

Başlık
Machine Learning with Python Theory and Implementation

Yazar
Zollanvari, Amin. author.

ISBN
9783031333422

Basım Bilgisi
1st ed. 2023.

Fiziksel Tanımlama
XVII, 452 p. online resource.

İçerik
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.

Tüzel Kişi Ek Girişi
SpringerLink (Online service)

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


KütüphaneMateryal TürüDemirbaş NumarasıYer Numarası[[missing key: search.ChildField.HOLDING]]Durumu/İade Tarihi
Çevrimiçi KütüphaneE-Kitap520502-1001ONLINEElektronik Kütüphane