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Machine learning is a subset of artificial intelligence in which devices themselves learn from data to perform tasks. But what is Tiny ML? Dennis Laudick and Steve Roddy, from Arm’s Machine Learning Group, explain what is tiny ML and how machine learning on edge and endpoint devices is transforming human decision-making.
#TinyML #MachineLearning #ML #AI #ArtificialIntelligence #ArmWhatIsSeries #Arm
00:00 What is Machine Learning (ML)? ​
02:07 What is Tiny ML? ​
02:54 How small is "tiny" in the context of TinyML?
03:29 Why is it important to run machine learning workloads in the device itself rather than in a data center?
03:56 How does running machine learning models at the source of data benefit applications like preventive maintenance?
04:21 What does the term "tiny" refer to in TinyML, and how does it fit into the overall system?
04:50 How will Tiny ML Evolve in the next few years?
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