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End to End Machine Learning Lifecycle walkthrough #MLEngineering In this video we will be walking through #end-to-end #MachineLearning #LifeCycle. We will be covering ML lifecycle #End-to-EndML, starting from problem identification till model deployment and model monitoring. This video provides high level overview of different phases within ML lifecycle while I have other video in this channel detailing out individual component. For additional read on some of the phases of ML lifecycle you can read below mentioned articles Identifying and Prioritizing AI use cases - https://www.linkedin.com/pulse/identifying-prioritizing-artificial-intelligence-use-cases-srivatsan/ Calculating ROI of AI use cases - https://www.linkedin.com/pulse/prioritizing-artificial-intelligence-use-cases-roi-part-srinivasan/ Data Collection - Part 1 - https://www.youtube.com/watch?v=r9HefYOhFVs Part 2 - https://www.youtube.com/watch?v=ZeXgphIV6OM Summary - https://www.youtube.com/watch?v=Dk-teGBUJ8E Data Analysis - https://www.youtube.com/watch?v=NJ3Yz5iPiQA You can follow my post on this topic in LinkedIn https://www.linkedin.com/feed/hashtag/end2endds/ Also articled under my LinkedIn profile https://www.linkedin.com/in/srivatsan-srinivasan-b8131b/detail/recent-activity/posts/ I have also put slideshare presentation on this topic that is available in below location https://www.slideshare.net/srivatsan88/real-world-end-to-end-machine-learning-pipeline-157130773 Follow me on LinkedIn below if you want to get updates on this topic as and when I publish https://www.linkedin.com/in/srivatsan-srinivasan-b8131b/ #Data Collection #Data Ingestion #Data gathering #Data Lake #Machine Learning #MLEngineering #MachineLearninig
