AI & Machine Learning

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Definitions

Artificial Intelligence (AI)

the theory and development of computer systems that are able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, learning, decision-making, and natural language processing

-- IEEE.org

Machine Learning (ML)

In general, ML is the use of computer algorithms that can learn and adapt from processing digital data.

--Rohit Sharma in Introduction to TinyML

Deep Learning (DL)

[a subfield of ML] that relies heavily on neural networks to process data and produce results

--Rohit Sharma in Introduction to TinyML

TinyML

... [a] subfield of machine learning including algorithms, techniques and applications for resource constrained hardware capable of running small software applications. ... intended for small microcontroller units and embedded systems.

--Rohit Sharma in Introduction to TinyML

References

• TinyML book homepage (with videos & large sample PDF)
  • TinyML book on Amazon
• New thoughts on number representation for ML - article
• TinyML Cookbook
• Introduction to TinyML

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