Duration
28 hours (usually 4 days including breaks)
Requirements
- Programming experience
- Basic web development experience
Overview
Cortana Intelligence Suite is a bundle of integrated products and services on the Microsoft Azure Cloud that enable entities to transform data into intelligent actions.
In this instructor-led, live training, participants will learn how to use the components that are part of the Cortana Intelligence Suite to build data-driven intelligent applications.
By the end of this training, participants will be able to:
- Learn how to use Cortana Intelligence Suite tools
- Acquire the latest knowledge of data management and analytics
- Use Cortana components to turn data into intelligent action
- Use Cortana to build applications from scratch and launch it on the cloud
Audience
- Data scientists
- Programmers
- Developers
- Managers
- Architects
Format of the course
- Part lecture, part discussion, exercises and heavy hands-on practice
Course Outline
Introduction
Setting Up Your Microsoft Azure Subscription
Introduction to the Microsoft Azure Suite
Introduction to the Cortana Intelligence Suite
Understanding the Architecture of Cortana Intelligence Suite
Exploring the Use Cases for Cortana Intelligence Suite
Working with Azure SQL Databases
Building and Deploying a Machine Learning Model
Developing Azure Data Factory Pipeline and Moving Data
Using Azure Machine Machine Learning and Data Factory to Operationalize Machine Learning Scoring
Using HDInsight Spark to Summarize Data
Working with Azure Data Lake Analytics
Working with Stream Analytics
Visualizing Data in Power BI
Deploying the Intelligence Web App
Summary and Conclusion