December 2020
Beginner to intermediate
448 pages
11h 21m
English
book
Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners, 2nd Edition
by Dursun Delen
Content preview from Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners, 2nd Edition
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KNIME and the Landscape of Tools for Business Analytics and Data Science
To keep up with the tremendous growth in the popularity of business analytics and data science that we have been experiencing in recent years (both in academia and industry), the tools used to implement these technologies have been evolving and expanding at an unprecedented pace. As shown in Figure 2.4 in Chapter 2, “Introduction to Predictive Analytics and Data Mining,” there are numerous software tools, ranging from commercial/paid to free/open source, from graphical workflow-type to language-based programming platforms. Some of these tools are cloud based, some are individual local installations, and some are both, providing local tools and complementary cloud-based ...