February 2020
Beginner to intermediate
400 pages
11h 54m
English
Content preview from Introducing Machine Learning
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Chapter 6. The .NET Way
“Artificial intelligence would be the ultimate version of Google. It would understand exactly what you wanted, and it would give you the right thing. We’re nowhere near doing that now.”
—Larry Page, Google cofounder
In the first part of the book we analyzed the general steps it takes to build a machine learning solution. Any solution consists of a deliverable model that results from training an algorithm on a sufficiently large dataset. The process of selecting and adapting the dataset is by far the most time-consuming step and the one with the greatest impact on the final solution. It is estimated that data preparation in a real-life scenario can consume up to 80 percent of the whole project budget. In fact, data preparation ...
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