AI Development 101 - Episode 3: Classifying all the things

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In the AI Development 101 whiteboard series, David Carmona, General Manager, Microsoft AI & Innovation, explains the key concepts behind AI technologies - all the way from the basics of machine learning to the most advanced concepts like massive AI models trained in AI supercomputers. In episode 3, we will explore classification algorithms, and we will go deeper in the most popular algorithm for classification: the logistic regression. We'll see the basic math behind this fundamental algorithm, and we will learn how to train a model with it from scratch. To learn more about AI and Innovations at Microsoft with David Carmona, please visit https://www.microsoft.com/AI/introduction-to-AI-with-david-carmona?OCID=AI101_Ep3_FY22Q2_omc_Tech_yt. Additional MS Learn Resources: Machine learning 101: Other algorithms • https://docs.microsoft.com/en-us/learn/paths/create-machine-learn-models/?WT.mc_id=academic-51695-cxa • https://docs.microsoft.com/en-us/learn/modules/create-regression-model-azure-machine-learning-designer/?WT.mc_id=academic-51695-cxa • https://docs.microsoft.com/en-us/learn/modules/understand-regression-machine-learning/?WT.mc_id=academic-51695-cxa

Published 2021-12-09 · Watch on YouTube ↗
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