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
:
| Kütüphane | Materyal Türü | Demirbaş Numarası | Yer Numarası | [[missing key: search.ChildField.HOLDING]] | Durumu/İade Tarihi |
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| Çevrimiçi Kütüphane | E-Kitap | 520502-1001 | ONLINE | | Elektronik Kütüphane |