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Machine Learning

Machine Learning

Learn about ML as a basic idea and understand how it enables machines to think and reason similarly to humans.

ML concepts and specialization

ML is a general concept that gives us the basic thinking and organizing power that gives machines the ability to reason with data in a way a human might. We can think of this as a way for a machine to mimic how a human can think, understand, and work. It dominates the market, and it serves as its own umbrella term of sorts because, within it, we can break down ML into the models we associate with traditional ML, along with their specializations, such as computer vision, NLP, and DL, as further subsets of ML.

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ML process
ML process

Recap of ML models and learning types

To jog our memory, those learning types are supervised learning, unsupervised learning, reinforcement learning, and deep learning ...