Basic and Advanced Power BI | AI – ML Concepts | Model Building without any code
What you will learn
☑ Power BI – Basic & Advanced
☑ Power BI DAX
☑ How to create and publish visuals using Power BI
☑ Machine Learning Concepts
☑ How to build AI – ML Models without writing a single line of code
Description
In the last 70 years, the world has seen many technology evolutions. The notable ones in the last 5 years are the rise of artificial intelligence – Machine Learning and the rise of zero code or low code approaches in technology.
Artificial Intelligence – Machine Learning is impacting in unimaginable ways from recommending movies and products, preventing diseases to automating processes. Organizations are embracing artificial intelligence and machine learning in a big way.
Power BI epitomizes the recent trends in business intelligence (BI) for interactive, easy to use and self-serve dashboards.
This course brings you both of these in a single course. You learn both Power BI and Artificial Intelligence – Machine Learning (AI ML) in a single course.
This course broadly covers four elements:
1. Basic & Advanced Power BI.
2. Artificial Intelligence Machine Learning concepts like Dependent Vs Independent variables, classification vs regression, how to assess accuracy of models
3. AI enabled visuals like what if scenario and key influencers
4. Zero Code Machine Learning – How to build machine learning models using classification and regression algorithms without writing a single line of code. We will also cover NLP (Natural Language Processing), time series forecasting and anomaly detection
There are no pre-requisites for this course, although knowledge of excel would be advantageous.
There are actually 2 courses in this course and both are covered in great detail. Whether your objective is to learn power bi or learn machine learning, this course will deliver the goods for you.
English
Language
Content
Introduction
Introduction
What is Auto ML
What is Auto ML
Introduction to PowerBI
PowerBI
Power BI Download
Introducing the Power BI tool
Loading and Transforming data
Loading the data
Transforming the data
Visualization in PowerBI
Text Box
Card Visual
Stacked Column Chart
Stacked Bar Chart
Multi Row Card
Tree Map
Pie Chart
Dual Axis Chart (Line and Stacked Column Chart)
Ribbon Chart
Slicer
Map Visual
Page Tool Tip
Funnel Chart
DAX
Introduction to DAX
Gage Chart
AI Enabled Visuals
What If Analysis
Key Influencers
Q and A
Table Relationships
Introduction and 1 to 1 Relationships
1 to Many Relationships
Publishing the report
Publishing the report
AI Concepts
Dependent Vs Independent Variable
ML Concepts
Accuracy in Regression and Classification
Regression and Classification Concepts
Regression and Classification in Power BI
Simple Linear Regression in PowerBI
Multiple Linear Regression in Power BI
Classification in Power BI
Time Series Forecasting and Anomaly Detection Using Power BI
Forecasting and Anomalies Concepts
Time Series Forecasting Using Power BI
Anomaly Detection Using Power BI
NLP
What is NLP (Natural Language Processing)
NLP Concepts
Wordcloud Using Power BI