Understanding machine learning : from theory to algorithms /

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 fundament...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur:	Shalev-Shwartz, Shai
Awduron Eraill:	Ben-David, Shai
Fformat:	Llyfr
Iaith:	English
Cyhoeddwyd:	New York, NY, USA ; India : Cambridge University Press, 2014. [Reprinted 2022]
Rhifyn:	First south asia edition 2015
Pynciau:	Machine learning. Algorithms. COMPUTERS / Computer Vision & Pattern Recognition.
Classic Catalogue:	View this record in Classic Catalogue

Eitemau Tebyg

Phase Transitions in Machine Learning
gan: Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols
Cyhoeddwyd: (2012)

Study on human emotion based on facial expressions through human machine communication
gan: Murshed, Tahmin Aysha, et al.
Cyhoeddwyd: (2021)

Scaling Up Machine Learning
gan: Edited by Ron Bekkerman, Mikhail Bilenko, John Langford
Cyhoeddwyd: (2012)

Pattern recognition and machine learning /
gan: Bishop, Christopher M.
Cyhoeddwyd: (2006)

Machine Learning /
gan: Mitchell, Tom M. (Tom Michael), 1951-
Cyhoeddwyd: (1997)

Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing
gan: Ani, MD Fahim Afridi, et al.
Cyhoeddwyd: (2024)

Genetic algorithms in search, optimization, and machine learning /
gan: Goldberg, David E. (David Edward), 1953-
Cyhoeddwyd: (1989)

Supervising vehicle using pattern recognition
gan: Lushan, Mihodi Hasan, et al.
Cyhoeddwyd: (2018)

Foundations of machine learning /
gan: Mohri, Mehryar, et al.
Cyhoeddwyd: (2018)

Hand gesture recognition using ensemble method
gan: Kowsar, Sahib, et al.
Cyhoeddwyd: (2023)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
gan: Abir, Tawhidur Rahman, et al.
Cyhoeddwyd: (2019)

Prediction of human activity using machine learning
gan: Tisha, Sadia Nasrin, et al.
Cyhoeddwyd: (2020)

Tiny-ML based person identification in dynamic motion
gan: Ahmed, Mirza Raiyan, et al.
Cyhoeddwyd: (2024)

Kernel methods for pattern analysis /
gan: Shawe-Taylor, John
Cyhoeddwyd: (2004)

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
gan: Hossain, Ashraful, et al.
Cyhoeddwyd: (2024)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
gan: Oishi, Fayza Rezwana, et al.
Cyhoeddwyd: (2020)

Prediction of coronary heart diseases using supervised machine learning algorithms
gan: Salam, Nazia Binte, et al.
Cyhoeddwyd: (2023)

Support vector machines: theory and applications /
Cyhoeddwyd: (2005)

Subjectivity analysis using machine learning algorithm
gan: Ahmed, Erfan, et al.
Cyhoeddwyd: (2017)

Education content provider based on particular weaknesses of students: a unsupervised machine learning appro
gan: Rahman, Shabab Intishar, et al.
Cyhoeddwyd: (2024)

Crowd source based traffic analysis using machine learning algorithm
gan: Orthy, Marzia Khan, et al.
Cyhoeddwyd: (2018)

Predictive maintenance of HVAC system using supervised machine learning algorithms
gan: Fahim, Md. Zubayer Ahmed, et al.
Cyhoeddwyd: (2021)

Voice recognition using machine learning and central database to enhance security system
gan: Nur, Mir Md. Taosif, et al.
Cyhoeddwyd: (2022)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
gan: Aishi, Tanusree Das, et al.
Cyhoeddwyd: (2024)

A new pattern recognition method for abnormal event detection in crowded scenarios
gan: Mostafa, Tahjid Ashfaque
Cyhoeddwyd: (2017)

Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
gan: Hossain, Arafat, et al.
Cyhoeddwyd: (2023)

Gene classification and pattern analysis using data mining and machine learning techniques
gan: Ramisa, Aiman Jabeen, et al.
Cyhoeddwyd: (2021)

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, et al.
Cyhoeddwyd: (2024)

Emotion recognition from facial expression of autism spectrum disordered children using image processing and machine learning algorithms
gan: Tasnim, Nishat, et al.
Cyhoeddwyd: (2019)

Predicting criminal activities analyzing video signal using machine learning
gan: Sadman, Syed Md., et al.
Cyhoeddwyd: (2021)

Verifying online signatures through an iterative device independent model
gan: Tahsin, Samiha, et al.
Cyhoeddwyd: (2024)

Human Activity Recognition using wearable body sensor by machine learning approach
gan: Promi, Sadia Tangim, et al.
Cyhoeddwyd: (2020)

Approaching (almost) any Machine learning problem /
gan: Thakur, Abhishek
Cyhoeddwyd: (2020)

Fake profile detection in social media using image processing and machine learning
gan: Sen, Shuva, et al.
Cyhoeddwyd: (2021)

Handwritten character recognition and prediction of age, gender and handedness using machine learning
gan: Al Emran, Md., et al.
Cyhoeddwyd: (2018)

Machine vision /
gan: Snyder, Wesley E.
Cyhoeddwyd: (2004)

Deep learning based medical X-ray image recognition and classification
gan: Khan, Md. Rakib Hossain
Cyhoeddwyd: (2019)

Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
gan: Sanjana, Jasia, et al.
Cyhoeddwyd: (2024)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
gan: Tasnia, Rifah, et al.
Cyhoeddwyd: (2024)

A machine learning approach on classifying orthopedic patients based on their biomechanical features
gan: Hasan, Kamrul, et al.
Cyhoeddwyd: (2018)