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Predictive Analytics with Microsoft Azure Machine Learning by Valentine Fontama
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Specificaties
- Objectstaat
- Book Title
- Predictive Analytics with Microsoft Azure Machine Learning
- Publication Date
- 2015-08-19
- Edition Number
- 2
- Pages
- 291
- ISBN
- 9781484212011
Over dit product
Product Identifiers
Publisher
Apress L. P.
ISBN-10
1484212010
ISBN-13
9781484212011
eBay Product ID (ePID)
211807556
Product Key Features
Number of Pages
Xxiii, 291 Pages
Language
English
Publication Name
Predictive Analytics with Microsoft Azure Machine Learning 2nd Edition
Publication Year
2015
Subject
Software Development & Engineering / General, Intelligence (Ai) & Semantics, Databases / Data Mining
Features
New Edition
Type
Textbook
Subject Area
Computers
Format
Trade Paperback
Dimensions
Item Weight
171.5 Oz
Item Length
9.3 in
Item Width
6.1 in
Additional Product Features
Edition Number
2
Intended Audience
Scholarly & Professional
LCCN
2016-439436
Number of Volumes
1 vol.
Illustrated
Yes
Edition Description
New Edition
Table Of Content
Part 1: Introducing Data Science and Microsoft Azure Machine Learning.- 1. Introduction to Data Science.- 2. Introducing Microsoft Azure Machine Learning.- 3. Data Preparation.- 4. Integration with R.- Part 2: Statistical and Machine Learning Algorithms.- 5. Integration with Python.- Part 3: Practical applications.- 6. Introduction to Statistical and Machine Learning Algorithms.- 7. Building Customer Propensity Models.- 8. Visualizing Your Models with Power BI.- 9. Building Churn Models.- 10. Customer Segmentation Models.- 11. Building Predictive Maintenance Models.- 12. Recommendation Systems.- 13. Consuming and Publishing Models on Azure Marketplace.- 14. Cortana Analytics.-
Synopsis
Predictive Analytics with Microsoft Azure Machine Learning, Second Edition is a practical tutorial introduction to the field of data science and machine learning, with a focus on building and deploying predictive models. The book provides a thorough overview of the Microsoft Azure Machine Learning service released for general availability on February 18th, 2015 with practical guidance for building recommenders, propensity models, and churn and predictive maintenance models. The authors use task oriented descriptions and concrete end-to-end examples to ensure that the reader can immediately begin using this new service. The book describes all aspects of the service from data ingress to applying machine learning, evaluating the models, and deploying them as web services. Learn how you can quickly build and deploy sophisticated predictive models with the new Azure Machine Learning from Microsoft. What's New in the Second Edition? Five new chapters have been added with practical detailed coverage of: Python Integration - a new feature announced February 2015 Data preparation and feature selection Data visualization with Power BI Recommendation engines Selling your models on Azure Marketplace
LC Classification Number
Q334-342
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