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Deep Learning For Dummies
book

Deep Learning For Dummies

by John Paul Mueller, Luca Massaron
May 2019
Intermediate to advanced content levelIntermediate to advanced
368 pages
9h 55m
English
For Dummies
Content preview from Deep Learning For Dummies

Chapter 9

Moving to Deep Learning

IN THIS CHAPTER

Bullet Understanding the sources and uses of data

Bullet Processing data faster

Bullet Considering the deep learning difference

Bullet Defining smarter deep learning solutions

Chapters 7 and 8 look at AI from a machine learning perspective, with a little added information for deep learning. This chapter looks exclusively at deep learning, because you actually need deep learning solutions to work with today’s overabundance of data in a smart way. Although machine learning adds the capability to learn to the AI arsenal, it’s essential to realize from the outset that computers have limitations — they don’t actually understand what humans are doing. Algorithms, which are mathematical representations of various data interpretation processes, control everything. So the first part of this chapter looks at data from a deep learning perspective because you need huge amounts of data to perform pattern matching effectively.

As you move from AI to machine learning to deep learning, the computational requirements increase. In fact, one of the major reasons for AI winters ...

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Publisher Resources

ISBN: 9781119543046Purchase book