End to End Machine Learning Pipeline Creation Using #dvc | Live Demo #dataVersion #mlops #mlpipeline

EEnd to End Machine Learning Pipeline Creation Using #dvc | Live Demo #dataVersion #mlops #mlpipeline you can clone the git repo to get started: https://github.com/TripathiAshutosh/dvc.git make sure to checkout the tag "base_files" just do git checkout base_files and then you will see only the src folder and params.yaml file. you need to start from here. #dataVersion #dvc #modelversion #machinelearningpipeline #experimenttrackingusingdvc #datascienceforbeginners #dvctutorial #dvcpipelinetutorial #machinelearningpipelinebuilding #mlops chapters: Introduction 00:00 git clone and virtual env setup 01:46 python source file explaination 02:28 pipeline stages 25:00 pipeline run dvc repro 33:50 Visualization Metrics and plots 35:49 Experiment Tracking 40:18 Connect with me: LinkedIn: https://www.linkedin.com/in/ashutoshtripathiai/ Instagram: https://www.instagram.com/ashutoshtripathi_ai/ Twitter: https://twitter.com/ashutosh_ai Website: https://ashutoshtripathi.com If you want to message me directly, then connect with me on LinkedIn and send a DM.