December 2018
Beginner to intermediate
684 pages
21h 9m
English
Content preview from Hands-On Machine Learning for Algorithmic Trading
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How DL relates to ML and AI
The current level of public attention and debate warrants a brief outline of how DL relates to AI and ML (see references on GitHub for more detail: https://github.com/PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading).
AI has a long history, going back at least to the 1950s as an academic field and much longer as a subject of human inquiry, but has experienced several waves of ebbing and flowing enthusiasm since. ML is an important subfield that also has a long history in related disciplines, such as statistics, and became prominent in the 1980s. As discussed in the previous section, DL is a form of representation learning, itself a subfield of ML.
The initial goal of AI was to achieve General ...
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