Microsoft Azure Machine Learning
Nonfiction, Computers, Database Management, Data Processing, Application Software, Business Software
| Author: | Sumit Mund | ISBN: | 9781784398514 |
| Publisher: | Packt Publishing | Publication: | June 16, 2015 |
| Imprint: | Packt Publishing | Language: | English |
| Author: | Sumit Mund |
| ISBN: | 9781784398514 |
| Publisher: | Packt Publishing |
| Publication: | June 16, 2015 |
| Imprint: | Packt Publishing |
| Language: | English |
This book provides you with the skills necessary to get started with Azure Machine Learning to build predictive models as quickly as possible, in a very intuitive way, whether you are completely new to predictive analysis or an existing practitioner.
The book starts by exploring ML Studio, the browser-based development environment, and explores the first step—data exploration and visualization. You will then build different predictive models using both supervised and unsupervised algorithms, including a simple recommender system. The focus then shifts to learning how to deploy a model to production and publishing it as an API.
The book ends with a couple of case studies using all the concepts and skills you have learned throughout the book to solve real-world problems.
This book provides you with the skills necessary to get started with Azure Machine Learning to build predictive models as quickly as possible, in a very intuitive way, whether you are completely new to predictive analysis or an existing practitioner.
The book starts by exploring ML Studio, the browser-based development environment, and explores the first step—data exploration and visualization. You will then build different predictive models using both supervised and unsupervised algorithms, including a simple recommender system. The focus then shifts to learning how to deploy a model to production and publishing it as an API.
The book ends with a couple of case studies using all the concepts and skills you have learned throughout the book to solve real-world problems.
