- Main
- Computers - Artificial Intelligence (AI)
- Machine Learning: The Basics (Machine...
Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)
Alexander JungKoliko vam se sviđa ova knjiga?
Kakav je kvalitet fajla?
Preuzmite knjigu radi procene kvaliteta
Kakav je kvalitet preuzetih fajlova?
Machine learning (ML) has become a commonplace element in our everyday lives and a standard tool for many fields of science and engineering. To make optimal use of ML, it is essential to understand its underlying principles.
This book approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting a model of a given data-generating phenomenon by minimizing some form of loss incurred by its predictions.
The book trains readers to break down various ML applications and methods in terms of data, model, and loss, thus helping them to choose from the vast range of ready-made ML methods.
The book’s three-component approach to ML provides uniform coverage of a wide range of concepts and techniques. As a case in point, techniques for regularization, privacy-preservation as well as explainability amount to specific design choices for the model, data, and loss of a ML method.
This book approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting a model of a given data-generating phenomenon by minimizing some form of loss incurred by its predictions.
The book trains readers to break down various ML applications and methods in terms of data, model, and loss, thus helping them to choose from the vast range of ready-made ML methods.
The book’s three-component approach to ML provides uniform coverage of a wide range of concepts and techniques. As a case in point, techniques for regularization, privacy-preservation as well as explainability amount to specific design choices for the model, data, and loss of a ML method.
Kategorije:
Godina:
2022
Izdavač:
Springer
Jezik:
english
Strane:
433
ISBN 10:
9811681929
ISBN 13:
9789811681929
Fajl:
PDF, 4.10 MB
Vaši tagovi:
IPFS:
CID , CID Blake2b
english, 2022
Fajl će biti poslat na vaš email. Može da prođe do 1-5 minuta pre nego što ga primite.
U roku od 1-5 minuta fajl će biti dostavljen na vaš Telegram nalog.
Pažnja: Uverite se da ste povezali svoj nalog sa Telegram botom Z-Library.
U roku od 1-5 minuta fajl će biti dostavljen na vaš Kindle uređaj
Napomena: morate da verifikujete svaku knjigu koju želite da pošaljete na svoj Kindle. Proverite u svom poštanskom sandučetu verifikacioni email dopis od Amazon Kindle Support.
Konvertovanje u je u toku
Konvertovanje u nije uspešno
Premium benefits
- Send to eReaders
- Increased download limit
- File converter
- Više rezultata pretrage
- More benefits