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This is an end to end machine learning project starting from the business understanding, data collection, data exploration, model building with deployment, explained in a very detailed way. Code & Datasets for Practice: https://github.com/pik1989/MLProject-... 𝗔𝗴𝗲𝗻𝗱𝗮: 0:00 Class begins!! 0:30 Introduction to the session 2:05 What is churning, How customer retention is important in various industries? 4:45 Background - Internal & External outlook of the problem statement 5:27 Different churn scenarios 7:20 Decision cycle of a subscriber 12:34 Different churn segments 13:27 High level overview of a Data Science led approach to manage churn 15:35 Suggested data to be captured to solve this problem 20:10 Future scope: Maturing the churn model 21:05 Solution Overview 21:30 Data Explanation 22:19 Exploratory Data Analysis Begins 1:42:25 Model Building - Building a predictive model based on the EDA done to identify probable churners 2:20:36 Flask explanation in short 2:22:36 Model Deployment process begins To get a detailed understanding on model deployment & flask, please refer: • Machine Learning Model Deployment usi... , for other deployment codes, please refer the below links. Our other playlists: 𝗣𝘆𝘁𝗵𝗼𝗻 - 𝗕𝗮𝘀𝗶𝗰𝘀 𝘁𝗼 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱: • Learn Python - Beginner to Expert Level 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜: • Power BI: End to End 𝗗𝗶𝗺𝗲𝗻𝘀𝗶𝗼𝗻𝗮𝗹𝗶𝘁𝘆 𝗥𝗲𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗧𝗲𝗰𝗵𝗻𝗶𝗾𝘂𝗲𝘀: • Feature Engineering Techniques 𝗦𝗤𝗟 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲: • SQL for Data Science 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁𝘀: • Machine Learning Model Deployment Any further questions? 𝗥𝗲𝗮𝗰𝗵 𝗼𝘂𝘁 𝘁𝗼 𝗺𝗲 𝗱𝗶𝗿𝗲𝗰𝘁𝗹𝘆 𝗮𝘁: / satyajitpattnaik #datascience #machinelearning #customerchurnanalysis #customerretention #customerchurnanalytics #customeranalysis #telecom #telco #usecase #deeplearning #flask #eda #exploratorydataanalysis #python Tags Related #Customer #customer_service #machine_learning #Churn_Analysis_Prediction_Machine #ai #artificial_intelligence #machine_learning_projects #Customer_Churn_Analysis_and_Prediction #data_science #data_science_course #data_science_for_beginners #what_is_data_science #python #python_tutorial #learn_python #python_programming #Churn_Analysis_and_Prediction|_Machine_Learning #Churn_Analysis_Prediction|_Machine #Customer_Churn_Analysis_Prediction #customer_churn #CustomerChurning #TelcoRetention #TelecomRetention #ChurnAnalysis