Power BI End to End Churn Analysis Portfolio Project | Power BI + SQL + Machine Learning | 2024

Dataset & Other Resources:
https://www.pivotalstats.com/post/end...

#powerbi #dataanalytics #powerbitutorial #machinelearning #randomforest #sqlserver #sqlservermanagementstudio #python

In this complete CHURN ANALYSIS project using SQL Server, Power BI & Python, we will cover a wide range of topics which includes
1. ETL process in SQL Server
2. Data Cleaning in SQL Server
3. Power BI Transformations
4. Power BI Visualization & Enhancing Visuals
5. Build Machine Learning Model - Random Forest in Jupyter Notebook
6. Visualize Predicted Data in Power BI - Predicted Churner Profile

Below are the Timestamps:
0:00 - Intro
1:03 - Dataset Explained
2:13 - Project Goals & Metrics Required
3:03 - SQL Server ETL & Data Cleaning
19:13 - Power BI Data Load, Transformation, Blueprint & Measures
27:48 - Power BI Visualization - Summary Page
1:07:09 - Building Machine Learning Model - Random Forest
1:29:29 - Power BI Visualization - Churn Prediction Page


SSMS Installation Link:
https://learn.microsoft.com/en-us/sql...

Anaconda Installation Link (Jupyter Notebook + Python):
https://docs.anaconda.com/anaconda/in...



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