11 Supervised and unsupervised learning
This chapter covers
- Reviewing the basics of artificial intelligence, machine learning, and deep learning
- Understanding graph machine learning, graph embedding, and graph convolutional networks
- Understanding attention mechanisms
- Understanding self-organizing maps
- Solving optimization problems using supervised and unsupervised machine learning
Artificial intelligence (AI) is one of the fastest growing fields of technology, driven by advancements in computing power, access to vast amounts of data, breakthroughs in algorithms, and increased investment from both public and private sectors. AI aims to create intelligent systems or machines that can exhibit intelligent behavior, often by mimicking or drawing ...
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