Model-Based Machine Learning (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
400
Utgivningsdatum
2021-01-01
Förlag
Productivity Press
Antal komponenter
1
ISBN
9781498756815
Model-Based Machine Learning (inbunden)

Model-Based Machine Learning

Inbunden Engelska, 2021-01-01
769
Ännu ej utkommen – klicka "Bevaka" för att få ett mejl så fort boken boken går att köpa.
This book is unusual for a machine learning text book in that the authors do not review dozens of different algorithms. Instead they introduce all of the key ideas through a series of case studies involving real-world applications. Case studies play a central role because it is only in the context of applications that it makes sense to discuss modelling assumptions. Each chapter therefore introduces one case study which is drawn from a real-world application that has been solved using a model-based approach.
Visa hela texten

Bloggat om Model-Based Machine Learning

Innehållsförteckning

How Can Machine Learning Solve My Problem? A Murder Mystery. Assessing People's Skills. Meeting your Match. Uncluttering your Inbox. Recommender Case Study. Medical Case Study. Interlude: Probabilistic Programming. Crowdsourcing Case Study. Other People's Models.