Microsoft Cognitive Services in Power BI

Microsoft Cognitive services are series AI API that can be used by anyone without having the Machine learning and AI expertise. In this course, first an overview on Microsoft cognitive services will be presented, then how we can use some of the services like text analytics, image recognition and anomaly detection in Power BI will be shown. This course is good for all data architect, data science, business intelligence developer and data analyst.

This course has two main modules and each module has lessons.

Modules

Module 1: Cognitive Service for Business User (Premium capacity)

In this module, some introduction to Microsoft cognitive services will be provided, then audience will learn what is text analytics service (sentiment, key word extraction and language detection) and how to apply text analytics on your data using Power BI desktop and Premium. Also, what is image detection and how we can use it will be shown • Introduction to Microsoft Cognitive Services in Power BI What is Text Analytics and its related services. • Introduction to Microsoft Cognitive Services • How to apply sentiment analysis, language detection and keyword detection in Power BI desktop and service • What is image detection and how to do it in Power BI • How to do Image Tag in Power BI service

Lessons

Module 2: Cognitive Service for Pro users

In this module, you will learn how as a pro or none user apply cognitive service inside Power BI desktop for the aim of keyword extraction, sentiment and language detection plus anomaly detection • Call Cognitive Service for Text Analytics inside Power Query • Entity Extraction in Power Query • Introduction to Anomaly Detection time series in Microsoft Cognitive Services • Timeseries Anomaly detection in Power BI desktop, Power Query