Machine Learning for Business Analytics: Concepts, Techniques and Applications with JMP Pro 2nd Edition – Ebook Instant Download/Delivery ISBN(s): 9781119903833,1119903831,9781119903857, 1119903858

Product details:

• ISBN-10:  1119903858
• ISBN-13: 9781119903857
• Author:  Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Muralidhara Anandamurthy, Nitin R. Patel

Machine Learning for Business Analytics: Concepts, Techniques, and Applications with JMP Pro^®, 2^nd ed. offers an accessible and engaging introduction to machine learning. It provides concrete examples and case studies to educate new users and deepen existing users’ understanding of their data and their business. Fully updated to incorporate new topics and instructional material, this remains the only comprehensive introduction to this crucial set of analytical tools specifically tailored to the needs of businesses.

Table contents:

PART I: PRELIMINARIES

PART II: DATA EXPLORATION AND DIMENSION REDUCTION

PART III: PERFORMANCE EVALUATION

PART IV: PREDICTION AND CLASSIFICATION METHODS

PART V: INTERVENTION AND USER FEEDBACK

PART VI: MINING RELATIONSHIPS AMONG RECORDS

PART VII: FORECASTING TIME SERIES

PART VIII: DATA ANALYTICS

PART IX: CASES

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