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Complete PowerBI Course with Augmented Analytics & Auto ML
Rating: 4.3 out of 5(70 ratings)
6,039 students

What you'll learn

  • Power BI - Basic & Advanced
  • How to use 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
  • How to transform data
  • How to build a word cloud without any coding
  • What is autoML
  • How to join tables
  • How to identify anomalies/outliers in your dataset
  • How to restrict the access of your reports and dashboards

Course content

15 sections • 58 lectures • 6h 59m total length

  • Introduction1:24
  • Descriptive Vs Diagnostics Vs Prescriptive Vs Predictive Analytics7:15
  • Traditional BI Vs Self Service BI Vs Augmented BI3:38
  • PowerBI3:31
  • What is Auto ML6:55
  • Assignment2:47

    Assess your reporting landscape by listing all reports and classifying them as descriptive, diagnostic, prescriptive, or predictive to guide BI toward diagnostic, prescriptive, and predictive analytics with AutoML.

Requirements

  • None.
  • Knowledge of excel would be advantageous

Description

Recent Updates:

  • June 2023: Added a video lecture on Clustering and Segmentation

  • Nov 2022: Updated the course with using DAX functions like Calculate and Lookup

  • June 2022: Added a case study on using Python (programming language) in PowerBI environment

  • May 2022: Added a case study on Benford Law (Benford law is used to detect fraud)

  • April 2022: Added a case study on Ageing Analysis

Course Description:

In the last 50 years, the world of reporting, analytics and business intelligence (BI) has seen many of evolutions. The notable ones are the rise of self service BI and augmented analytics. Businesses are no longer content with descriptive or diagnostic analytics. The expectation for prescriptive and predictive analytics has become the new normal.

Machine learning and Artificial Intelligence technology has also evolved significantly in the last decade and the notable evolution is the rise of Auto ML - the no code machine learning approaches. Auto ML has significantly democratized predictive analytics. End users can predict the future outcomes of businesses in a few (mouse) clicks.

Power BI epitomizes the recent trends in business intelligence (BI) and augmented analytics for interactive, easy to use and self-serve dashboards & auto ML capabilities.

This is a comprehensive course on Power BI covering the following:

  • Data Transformation

  • DAX

  • Data Models

  • Simple & complex visuals

  • AI enabled visuals

  • Auto ML: Concepts and no code approaches to forecast future

There are no pre-requisites for this course, although knowledge of excel would be advantageous.

There are actually 2 courses (Power BI and AI - ML) in this course and both are covered in great detail. Whether your objective is to learn power bi or machine learning or both, this course will deliver the goods for you.

Who this course is for:

  • Students
  • Experienced professionals
  • Those interested in building Business Intelligence Visuals & Dashboards
  • Machine Learning enthusiasts
  • Those who are curious whether it is possible to build ML model without coding
  • Executives who want to learn AI in more detail but don't want to do coding

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