Overview of Machine Learning
This document is an overview of machine learning created by Zaid Harchaoui, PDF training manual in 45 pages intended to hight students level.
Table of contents
- Overview of machine learning
- Unsupervised learning
- Supervised learning
- Learning Machines
- Feature representation
- Statistical learning : a tentative big picture
- Unsupervised learning (learning without a teacher)
- A blend of scientific disciplines
- Computational efficiency : space and time savings
- Statistical performance : fewer dimensions → regularization
- Visualization : discover underlying structure of the data
| Size : | 4460.385 Kb |
| File type : | |
| Downloads: | 123 |
| Created: | 2019-05-01 |
Others Machine Learning Tutorials
An Introduction to Machine Learning, 2nd Edition
Interpretable Machine Learning
Efficient Learning Machines: Theories, Concepts, and Applications for Engineers and System Designers
Reinforcement Learning: An Introduction, Second Edition
Interpretable Machine Learning: A Guide for Making Black Box Models Explainable
Others related eBooks about Overview of Machine Learning
Enterprise Cloud StrategyEnterprise Cloud Strategy - Guidance for enterprises looking for proven methods to take th..., download free Cloud tutorial in PDF (156 pages) created by Barry Briggs ....
Digital Video Concepts, Methods, and MetricsDownload free course Digital Video Concepts, Methods, and Metrics, pdf file on 359 pages by Shahriar Akramullah....
Informatics in the FutureDownload free course Informatics in the Future, pdf file on 118 pages by Hannes Werthner, Frank van Harmelen....
Information Technology for Management, 7th EditionInformation Technology for Management 7/e prepares students how to take an active role in the design, use, and management of information systems and technology by providing a broad treatment of issues relating to an organization, the technology used, and how systems are developed. The main focus d...
Semantic Systems. In the Era of Knowledge GraphsDownload free course Semantic Systems. In the Era of Knowledge Graphs, pdf file on 141 pages by Eva Blomqvist, Paul Groth, Victor de Boer, Tassilo Pellegrini, Mehwish Alam, Tobias Käfer, Peter Kieseberg, Sabrina Kirrane, Albert Meroño-Peñuela, Harshvardhan J. Pandit....
Azure Durable Functions SuccinctlyDownload free course Azure Durable Functions Succinctly, pdf file on 101 pages by by Massimo Bonanni....
Scala SuccinctlyDownload free course Scala Succinctly, pdf file on 110 pages by Chris Rose....
Adobe Photoshop CS Tips and Tricks from the Experts TutorialLearn how to use Photoshop like an expert in photography, graphic design, make a video, Web design and animation, tips, and tricks for all level-users....
Making Servers WorkThis book highlights practical sysadmin skills, common architectures that you'll encounter..., download free Making Servers tutorial in PDF (280 pages) created by ....
MATLAB Notes for ProfessionalsDownload free course MATLAB Notes for Professionals, pdf file on 181 pages by Stack Overflow Community....