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

Name: Power BI End to End Churn Analysis Portfolio Project | Power BI + SQL + Machine Learning | 2024
Uploaded: 2024-07-07T07:08:40+00:00
Duration: 1 h 41 min 10 s

Pivotalstats

Dataset & Other Resources:

https://www.pivotalstats.com/post/end-end-churn-analysis-portfolio-project

#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/ssms/download-sql-server-management-studio-ssms?view=sql-server-ver16

Anaconda Installation Link (Jupyter Notebook + Python):

https://docs.anaconda.com/anaconda/install/

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