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    3. Learning TinyML: A Hands-On Course

    Learning TinyML: A Hands-On Course

    Posted By: IrGens
    Date: 15 Jan 2025 20:24:20
    Learning TinyML: A Hands-On Course

    Learning TinyML: A Hands-On Course
    .MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 1h 10m | 137 MB
    Instructor: Archana Vaidheeswaran

    While you may not realize it, TinyML probably affects your life in some way on a daily basis. If you have a smartphone or IoT device that features voice activation, facial recognition, audio detection, or other functions that employ machine learning algorithms, you have TinyML to thank. In this course, instructor Archana Vaidheeswaran guides you into the world of TinyML and shows you how you can process huge AI models right in the palm of your hand.

    Archana starts by teaching you how to identify if your ML/AI problem is a TinyML problem, then shows you optimization techniques to fit your deep learning models and illustrates multiple use cases. She explains quantization techniques, how to train a model using Tflite, how to deploy a TinyML model, and covers the entire TinyMLOps lifecycle. Archana finishes the course with a look at what’s in store for the future of TinyML, along with some resources you can use to continue your learning.

    Exercise Files on GitHub

    More Info

    Learning TinyML: A Hands-On Course
    UPWARDS