Comprehensive course designed to master the art of creating powerful Power BI dashboards, augmented with sophisticated machine learning models. Dive into the world of low-code AutoML solutions as well as delve into custom coding from scratch. This course also covers crucial Python programming skills and advanced data visualization techniques, ensuring a well-rounded mastery of both foundational and advanced concepts in data analytics and machine learning integration.
#dataanalysis
#powerbi
#python
#datascience
#dashboards
Objective:
Build 3 Power BI Dashboard Enhanced by Machine Learning
Agenda:
AutoML vs Machine Learning 1:49
Clustering with Pycaret 2:25
Python Environment and Power BI 25:28
Building First Machine Learning Power BI Dashboard 28:39
Python Clustering from Scratch 45:56
Linear Regression with Pycaret 50:57
Building A Price Prediction Dashboard 1:14:54
Linear Regression from Scratch 1:49:56
Overfitting vs Underfitting Models 1:59:50
Classification Models with PyCaret 2:043:15
Churn Model Dashboard 2:30:52
Dataset and Dashboards:
https://github.com/Gaelim/PBI_AutoML