The Deep Learning Architect's Handbook

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Deep Learning Life Cycle

In this chapter, we will explore the intricacies of the deep learning life cycle. Sharing similar characteristics to the machine learning life cycle, the deep learning life cycle is a framework as much as it is a methodology that will allow a deep learning project idea to be insanely successful or to be completely scrapped when it is appropriate. We will grasp the reasons why the process is cyclical and understand some of the life cycle’s initial processes on a deeper level. Additionally, we will go through some high-level sneak peeks of the later processes of the life cycle that will be explored at a deeper level in future chapters.

Comprehensively, this chapter will help you do the following:

• Understand the similarities ...