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Merge pull request #192 from BrunoScaglione/patch-2
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changed word "algorithms" to "models"
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profvjreddi authored May 5, 2024
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Expand Up @@ -30,7 +30,7 @@ As we journey further into this chapter, we will demystify the intricate yet cap

## Machine Learning Systems

ML is rapidly evolving, with new paradigms emerging that are reshaping how these algorithms are developed, trained, and deployed. In particular, the area of embedded machine learning is experiencing significant innovation, driven by the proliferation of smart sensors, edge devices, and microcontrollers. This chapter explores the landscape of embedded machine learning, covering the key approaches of Cloud ML, Edge ML, and TinyML (@fig-cloud-edge-tinyml-comparison).
ML is rapidly evolving, with new paradigms emerging that are reshaping how models are developed, trained, and deployed. In particular, the area of embedded machine learning is experiencing significant innovation, driven by the proliferation of smart sensors, edge devices, and microcontrollers. This chapter explores the landscape of embedded machine learning, covering the key approaches of Cloud ML, Edge ML, and TinyML (@fig-cloud-edge-tinyml-comparison).

![Cloud vs. Edge vs. TinyML: The Spectrum of Distributed Intelligence](images/png/cloud-edge-tiny.png){#fig-cloud-edge-tinyml-comparison}

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