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...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक:	Shalev-Shwartz, Shai
अन्य लेखक:	Ben-David, Shai
स्वरूप:	पुस्तक
भाषा:	English
प्रकाशित:	New York, NY, USA ; India : Cambridge University Press, 2014. [Reprinted 2022]
संस्करण:	First south asia edition 2015
विषय:	Machine learning. Algorithms. COMPUTERS / Computer Vision & Pattern Recognition.
Classic Catalogue:	View this record in Classic Catalogue

समान संसाधन

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

Study on human emotion based on facial expressions through human machine communication
द्वारा: Murshed, Tahmin Aysha, और अन्य
प्रकाशित: (2021)

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

Pattern recognition and machine learning /
द्वारा: Bishop, Christopher M.
प्रकाशित: (2006)

Machine Learning /
द्वारा: Mitchell, Tom M. (Tom Michael), 1951-
प्रकाशित: (1997)

Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing
द्वारा: Ani, MD Fahim Afridi, और अन्य
प्रकाशित: (2024)

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

Supervising vehicle using pattern recognition
द्वारा: Lushan, Mihodi Hasan, और अन्य
प्रकाशित: (2018)

Foundations of machine learning /
द्वारा: Mohri, Mehryar, और अन्य
प्रकाशित: (2018)

Hand gesture recognition using ensemble method
द्वारा: Kowsar, Sahib, और अन्य
प्रकाशित: (2023)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
द्वारा: Abir, Tawhidur Rahman, और अन्य
प्रकाशित: (2019)

Prediction of human activity using machine learning
द्वारा: Tisha, Sadia Nasrin, और अन्य
प्रकाशित: (2020)

Tiny-ML based person identification in dynamic motion
द्वारा: Ahmed, Mirza Raiyan, और अन्य
प्रकाशित: (2024)

Kernel methods for pattern analysis /
द्वारा: Shawe-Taylor, John
प्रकाशित: (2004)

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
द्वारा: Hossain, Ashraful, और अन्य
प्रकाशित: (2024)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
द्वारा: Oishi, Fayza Rezwana, और अन्य
प्रकाशित: (2020)

Prediction of coronary heart diseases using supervised machine learning algorithms
द्वारा: Salam, Nazia Binte, और अन्य
प्रकाशित: (2023)

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

Subjectivity analysis using machine learning algorithm
द्वारा: Ahmed, Erfan, और अन्य
प्रकाशित: (2017)

Education content provider based on particular weaknesses of students: a unsupervised machine learning appro
द्वारा: Rahman, Shabab Intishar, और अन्य
प्रकाशित: (2024)

Crowd source based traffic analysis using machine learning algorithm
द्वारा: Orthy, Marzia Khan, और अन्य
प्रकाशित: (2018)

Predictive maintenance of HVAC system using supervised machine learning algorithms
द्वारा: Fahim, Md. Zubayer Ahmed, और अन्य
प्रकाशित: (2021)

Voice recognition using machine learning and central database to enhance security system
द्वारा: Nur, Mir Md. Taosif, और अन्य
प्रकाशित: (2022)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
द्वारा: Aishi, Tanusree Das, और अन्य
प्रकाशित: (2024)

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

Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
द्वारा: Hossain, Arafat, और अन्य
प्रकाशित: (2023)

Gene classification and pattern analysis using data mining and machine learning techniques
द्वारा: Ramisa, Aiman Jabeen, और अन्य
प्रकाशित: (2021)

An implementation and analysis of deep learning models for the detection of wheat diseases
द्वारा: Zubair, Ahmad, और अन्य
प्रकाशित: (2024)

Emotion recognition from facial expression of autism spectrum disordered children using image processing and machine learning algorithms
द्वारा: Tasnim, Nishat, और अन्य
प्रकाशित: (2019)

Predicting criminal activities analyzing video signal using machine learning
द्वारा: Sadman, Syed Md., और अन्य
प्रकाशित: (2021)

Verifying online signatures through an iterative device independent model
द्वारा: Tahsin, Samiha, और अन्य
प्रकाशित: (2024)

Human Activity Recognition using wearable body sensor by machine learning approach
द्वारा: Promi, Sadia Tangim, और अन्य
प्रकाशित: (2020)

Approaching (almost) any Machine learning problem /
द्वारा: Thakur, Abhishek
प्रकाशित: (2020)

Fake profile detection in social media using image processing and machine learning
द्वारा: Sen, Shuva, और अन्य
प्रकाशित: (2021)

Handwritten character recognition and prediction of age, gender and handedness using machine learning
द्वारा: Al Emran, Md., और अन्य
प्रकाशित: (2018)

Machine vision /
द्वारा: Snyder, Wesley E.
प्रकाशित: (2004)

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

Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
द्वारा: Sanjana, Jasia, और अन्य
प्रकाशित: (2024)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
द्वारा: Tasnia, Rifah, और अन्य
प्रकाशित: (2024)

A machine learning approach on classifying orthopedic patients based on their biomechanical features
द्वारा: Hasan, Kamrul, और अन्य
प्रकाशित: (2018)