Imaxe de Portada

Probability and Statistics for Machine Learning A Textbook /

This book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories: 1. The basics of probability and statistics: These chapters focus on the basics of probability and statistics, and cover the key principles of these topics. Chapte...

Descrición completa

Gardado en:

Detalles Bibliográficos
Autor Principal:	Aggarwal, Charu C. (Author)
Autor Corporativo:	SpringerLink (Online service)
Formato:	Electrónico eBook
Idioma:	inglés
Publicado:	Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edición:	1st ed. 2024.
Subjects:	Machine learning. Machine Learning.
Acceso en liña:	https://doi.org/10.1007/978-3-031-53282-5
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!

Títulos similares

Principles of Machine Learning The Three Perspectives /
por: Wang, Wenmin
Publicado: (2025)

Machine Learning Methods
por: Li, Hang
Publicado: (2024)

Trustworthy Machine Learning for Healthcare First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings /
Publicado: (2023)

Machine Learning for Real World Applications
Publicado: (2024)

Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings /
Publicado: (2025)

Advanced Machine Learning with Evolutionary and Metaheuristic Techniques
Publicado: (2024)

Practical Machine Learning Illustrated with KNIME
por: Geng, Yu, et al.
Publicado: (2024)

From Unimodal to Multimodal Machine Learning An Overview /
por: Škrlj, Blaž
Publicado: (2024)

Database Systems for Advanced Applications 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part II /
Publicado: (2023)

Database Systems for Advanced Applications 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part IV /
Publicado: (2023)

Advances in Neural Data Science Data Research Camp 2022, Venice, Italy, July 12–15 /
Publicado: (2025)

Decision Sciences Second Decision Science Alliance International Summer Conference, DSA ISC 2024, Valencia, Spain, June 6–7, 2024, Proceedings, Part I /
Publicado: (2025)

Decision Sciences Second Decision Science Alliance International Summer Conference, DSA ISC 2024, Valencia, Spain, June 6–7, 2024, Proceedings, Part II /
Publicado: (2025)

Advanced Techniques in Optimization for Machine Learning and Imaging
Publicado: (2024)

Machine Learning Safety
por: Huang, Xiaowei, et al.
Publicado: (2023)

Machine Learning /
por: Dutt Saikat

Machine Learning /
por: Dutt Saikat

Machine Learning /
por: Dutt Saikat

Machine Learning and Optimization for Engineering Design
Publicado: (2023)

Representation in Machine Learning
por: Murty, M. N., et al.
Publicado: (2023)

Mean Field Guided Machine Learning
por: Kang, Yuhan, et al.
Publicado: (2025)

Applications of Machine Learning in Hydroclimatology
por: Srivastav, Roshan, et al.
Publicado: (2025)

Reinforcement Learning Theory and Python Implementation /
por: Xiao, Zhiqing
Publicado: (2024)

Metaheuristics for Machine Learning New Advances and Tools /
Publicado: (2023)

Generative Machine Learning Models in Medical Image Computing
Publicado: (2025)

Application of Machine Learning Models in Agricultural and Meteorological Sciences
por: Ehteram, Mohammad, et al.
Publicado: (2023)

Robust Machine Learning Distributed Methods for Safe AI /
por: Guerraoui, Rachid, et al.
Publicado: (2024)

Neural Networks and Deep Learning A Textbook /
por: Aggarwal, Charu C.
Publicado: (2023)

Machine learning with noisy labels : definitions, theory, techniques and solutions /
por: Carneiro, Gustavo
Publicado: (2024)

Machine learning in action /
por: Harrington , Peter
Publicado: (2016)

Machine Learning in Action
por: Harrington, Peter
Publicado: (2012)

Machine learning in action /
por: Harrington , Peter
Publicado: (2016)

Machine Learning in Action
por: Harrington, Peter
Publicado: (2012)

Machine Learning in Action
por: Harrington, Peter
Publicado: (2012)

Machine learning in action /
por: Harrington , Peter
Publicado: (2016)

Machine Learning for Drone-Enabled IoT Networks Opportunities, Developments, and Trends /
Publicado: (2025)

Specialty Crops for Climate Change Adaptation Strategies for Enhanced Food Security by Using Machine Learning and Artificial Intelligence /
por: Vuppalapati, Chandrasekar
Publicado: (2023)

Machine Learning Contests: A Guidebook
por: He, Wang, et al.
Publicado: (2023)

Fundamentals of Reinforcement Learning
por: Ris-Ala, Rafael
Publicado: (2023)

Online Machine Learning A Practical Guide with Examples in Python /
Publicado: (2024)