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End To End Machine Learning Project Implementation With Dockers,Github Actions And Deployment
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End To End Machine Learning Project Implementation With Dockers,Github Actions And Deployment
guthub code link:https://github.com/krishnaik06/boston... Visit https://krishnaik.in for data science blogs In this video we will be implementing an end to end ML project implementation with Dockers And Github Action Time stamps: Understanding the dataset 00:00:00 Preparing Dataset And Basic Analysis 00:08:14 Preparing Dataset For Model Training 00:22:10 Training The Model 00:36:54 Performance Metrics 00:52:41 Prediction Of New Data 00:55:33 Pickling the model file 00:59:45 Setting Up Github And VS Code 01:04:40 Tools And Software Required 01:12:00 Creating A New Environment 01:18:35 Setting up Git 01:26:07 Creating A FLASK Web Application 01:39:04 Running An Testing our application 01:53:14 Prediction From Front End Application 02:01:08 Procfile for Heroku Deployment 02:11:35 Deploying The App To Heroku 02:16:39 Deploying The App Using Dockers 02:23:20 ------------------------------------------------------------------------------------------------------------- All Playlist in my channel Github Tutorials : • Part 1-Git And Github Series- Introdu... Live NLP Playlist: • Announcing NLP Live community Sessions Live Deep LEarning Playlist: • 5 Days Live Deep Learning Community S... Live EDA Playlist: • Prerequisites To Attend The Live Sess... Live ML Playlist: • Announcing 7 Days Live Sessions On Ma... Live Stats Playlist: • Live Day 1- Introduction To statistic... My SQL Playlist: • Tutorial 1- MySQL With Python And Dat... --------------------------------------------------------------------------------------------------------------- Please donate if you want to support the channel through GPay UPID, Gpay: krishnaik06@okicici Telegram link: https://t.me/joinchat/N77M7xRvYUd403D... ------------------------------------------------------------------------------------------------------------- Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Members and many more / @krishnaik06 ----------------------------------------------------------------------------------------------------------- Please do subscribe my other channel too / @krishnaikhindi --------------------------------------------------------------------------------------------------------- Connect with me here: Twitter: / krishnaik06 Facebook: / krishnaik06 instagram: / krishnaik06
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