Understanding machine learning :

QR Kodea

Understanding machine learning : From theory to algorithms

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ide...

Deskribapen osoa

Gorde:

Xehetasun bibliografikoak
Egile nagusia:	Shalev-Shwartz, Shai.
Formatua:	Liburua
Hizkuntza:	Undetermined
Argitaratua:	New York Cambridge University Press 2014
Gaiak:	Machine learning.,Computer algorithms.,Học bằng máy,Các thuật toán máy tính.
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!

Thư viện lưu trữ:	Trung tâm Học liệu Trường Đại học Cần Thơ

Antzeko izenburuak

Understanding Machine Learning: From Theory to Algorithms
nork: Shai, Shalev-Shwartz, et al.
Argitaratua: (2026)

Machine Learning
nork: Mitchell, Tom M.
Argitaratua: (1997)

Machine Learning
nork: Mitchell, Tom M
Argitaratua: (1997)

Machine learning
nork: Mitchell, Tom
Argitaratua: (1997)

Machine learning /
nork: Mitchell, Tom M. 1951-
Argitaratua: (1997)

Machine learning
nork: Mitchell, Tom M.
Argitaratua: (1997)

Machine Learning /
nork: Mitchell, Tom M. 1951-
Argitaratua: (1997)

Machine Learning /
nork: Mitchell, Tom M. 1951-
Argitaratua: (1997)

Machine Learning /
nork: Mitchell, Tom M. 1951-
Argitaratua: (1997)

Machine Learning /
nork: Mitchell, Tom M. 1951-
Argitaratua: (1997)

Efficient learning machines :
nork: Awad, Mariette
Argitaratua: (2015)

Machine learning : An algorithmic perspective
nork: Marsland, Stephen
Argitaratua: (2015)

Giải thuật rừng ngẫu nhiên xiên phân cho phân lớp đa lớp :
nork: Huỳnh, Lê Uyên Minh
Argitaratua: (2012)

Nghiên cứu phân loại văn bản với kỹ thuật phân tích giá trị đơn kết hợp với máy học Vectơ hỗ trợ :
nork: Phạm, Hoàng Sơn
Argitaratua: (2012)

Machine vision algorithms and applications
nork: Steger, Carsten
Argitaratua: (2008)

Introduction to machine learning /
nork: Nilsson, Nils J.
Argitaratua: (1996)

Personalized Machine Learning
nork: Julian, McAuley
Argitaratua: (2026)

Deep learning
nork: Goodfellow, Ian
Argitaratua: (2016)

Deep learning
nork: Goodfellow, Ian
Argitaratua: (2016)

Introduction to machine learning : An early draft of a proposed textbook /
nork: Nilsson, Nils J.
Argitaratua: (1996)

The elements of statistical learning :
nork: Hastie, Trevor
Argitaratua: (2001)

Machine learning and data mining : methods and applications /
Argitaratua: (1998)

Correlation-based feature selection for machine learning /
nork: Hall, Mark A.
Argitaratua: (1999)

Machine Learning cơ bản
nork: Vũ, Hữu Tiệp
Argitaratua: (2023)

Mathematics for machine learning
nork: Deisenroth, Marc Peter
Argitaratua: (2020)

MATLAB deep learning : with machine learning, neural networks and artificial intelligence
nork: Kim, Phil
Argitaratua: (2017)

Machine Learning: Hands - On for Developers and Technical Professionals /
nork: Bell, Jason
Argitaratua: (2015)

Pattern recognition and machine learning
nork: Bishop, Christopher M.
Argitaratua: (2006)

Pattern recognition and machine learning /
nork: Bishop, Christopher M.
Argitaratua: (2006)

Pattern recognition and machine learning /
nork: Anzai, Yuichiro, 1946-
Argitaratua: (1992)

Introduction to the design and analysis of algorithms
nork: Goodman, S. E.
Argitaratua: (1977)

Handbook of applied algorithms :
Argitaratua: (2008)

Algorithms and data structures :
nork: Kingston, Jeffrey H.
Argitaratua: (1998)

Building IDS System using Machine Learning
nork: Ngo, Tien Dung
Argitaratua: (2025)

Pattern Recognition and Machine Learning
nork: Christopher, M. Bishop
Argitaratua: (2023)

Building a System to Detect and Prevent DDoS Attacks using Machine Learning
nork: Dinh, Duc Thinh
Argitaratua: (2025)

Introduction to Machine Learning Systems: Principles and Practices of Engineering Artificially Intelligent Systems
nork: Vijay, Janapa Reddi
Argitaratua: (2025)

Visual Quality Assessment by Machine Learning
nork: Xu, Long, et al.
Argitaratua: (2015)

Phân lớp thư rác dựa trên mô hình túi từ và giải thuật Random multinomial Naive Bayes :
nork: Nguyễn, Thị Thu Hà
Argitaratua: (2012)

A Comprehensive Survey on Software Effort Estimation Using Machine Learning and Optimization Algorithms
nork: Ha, Thi Minh Phuong, et al.
Argitaratua: (2026)