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Do you need near real-time monitoring on your industrial equipment? What if you can visualize machine data and compute metrics that are important to your business? How might this functionality improve your operations? AWS IoT SiteWise is a managed…

The Business intelligence and analytics design workshop is for implementation projects that have significant business intelligence and analytics requirements and need guidance and best practices for solution design.

Units in this learning path:

• 1 Introduction
• 2 Overview
• 3 Prepare
• 4 Conduct
• 5 Follow Up
• 6 Check
• 7 Summary

Products: Dynamics 365, Dynamics Sales, Customer Insights Journeys, Dynamics Customer Service, Dynamics Field Service, Dynamics Finance, Dynamics Scm, Dynamics Project Operations, Dynamics Commerce, Dynamics Human Resources

Roles: Solution Architect, Functional Consultant

Level: Advanced

Subjects: Data Analytics

Duration: 37 minutes

Learn how to use CRM Analytics (formerly Tableau CRM) to explore and visualise data, giving you powerful business insights.

Add image analysis and generation capabilities to your application

Units in this learning path:

• Introduction
• Prepare
• Exercise Create Static Web App
• Exercise Design Gui
• Exercise Add Image Analysis
• Exercise Add Image Generation
• Exercise Check Services Configuration
• Exercise Deploy to Azure
• Knowledge Check
• Summary

Products: Vs Code, Static Web Apps, AI Services, Azure Openai

Roles: Developer, AI Engineer, Startup Founder, Student, Higher Ed Educator

Level: Beginner

Subjects: Data Management

Duration: 80 minutes

Learn how to build a speech translation app by using Microsoft Power Apps and integrate it with AI.

Units in this learning path:

• Introduction
• Prepare
• Exercise Create Data Model and Canvas App
• Exercise Create Microsoft Azure AI Service
• Exercise Integrate AI Service to Power Apps
• Knowledge Check
• Summary

Products: M365, Azure, Power Platform

Roles: Student, Business User, Developer, Higher Ed Educator

Level: Beginner

Subjects: Data Management

Duration: 166 minutes

Choose the correct HDInsight Configuration to build open source analytics solutions

Units in this learning path:

• 1 Introduction
• 2 Hdinsight Configuration Options
• 3 Decision Criteria Selecting Correct Hdinsight Configuration Option
• 4 Analyze Scenario Map It Hdinsight Configuration Option
• 5 Cost Optimization Strategies Hdinsight Clusters
• 6 Knowledge Check
• 7 Summary

Products: Azure Hdinsight

Roles: Data Engineer, Data Scientist

Level: Beginner

Subjects: Data Analytics

Duration: 40 minutes

Power Query has an incredible number of features that are dedicated to helping you clean and prepare your data for analysis. You'll learn how to simplify a complicated model, change data types, rename objects, and pivot data. You'll also learn how to profile columns so that you know which columns have the valuable data that you’re seeking for deeper analytics.

Units in this learning path:

• 1 Introduction
• 2 Shape Data
• 3 Data Structure
• 4 Column Data Types
• 5 Combine Tables
• 6 Profile Data
• 7 Advanced Editor
• 8 Lab
• 9 Check
• 10 Summary

Products: Power Bi, Power Platform

Roles: Data Analyst

Level: Intermediate

Subjects: Data Analytics

Duration: 121 minutes

Combine multiple tables with JOINs in T-SQL

Units in this learning path:

• Introduction
• Join Concepts
• Inner Joins
• Outer Joins
• Explore Cross Joins
• Self Joins
• Exercise Query with Joins
• Knowledge Check
• Summary

Products: Azure SQL Database, SQL Server, Azure SQL Managed Instance, Azure Sqlserver Vm, Azure SQL Virtual Machines

Roles: Data Analyst, Data Engineer, Data Scientist, Database Administrator, Developer, Solution Architect, Student, Technology Manager

Level: Beginner

Subjects: Databases

Duration: 62 minutes

Combine data across multiple PostgreSQL tables using SQL JOINs. Learn INNER, LEFT, RIGHT, FULL OUTER, and NATURAL joins with real examples.

Units in this learning path:

• Introduction
• Sample Database Overview
• Inner Join
• Left Right Join
• Natural and Full Join
• Summary

Products: Azure Database Postgresql

Roles: Database Administrator, Developer

Level: Beginner

Subjects: Databases

Duration: 18 minutes

Select between the various throughput offerings in Azure Cosmos DB for NoSQL.

Units in this learning path:

• Introduction
• Choose Between Provisioned Throughput Serverless
• Choose Between Standard Autoscale Provisioned Throughput
• Provision Throughput at Container Level
• Provision Throughput at Database Level
• Configure Container Time to Live (ttl) Value
• Exercise Configure Throughput for Azure Portal
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Data Modeling

Duration: 36 minutes

Configure SQL Server resources for optimal performance

Units in this learning path:

• Introduction
• Explain How to Optimize Azure Storage for Virtual Machines
• Describe Virtual Machine Resizing
• Optimize Database Storage
• Control
• Knowledge Check
• Summary

Products: Azure, Azure SQL Database, SQL Server

Roles: Data Analyst, Data Engineer, Database Administrator

Level: Intermediate

Subjects: Databases

Duration: 35 minutes

Learn about configuring Sales Insights.

Units in this learning path:

• 1 Introduction
• 2 Creating Cards
• 3 Assistant Studio
• 4 Productivity Intelligence
• 5 Connection Insights
• 6 Predictive Models
• 7 Check
• 8 Summary

Products: Dynamics 365, Dynamics Sales

Roles: Business User, Functional Consultant

Level: Intermediate

Subjects: Marketing Sales, Data Analytics

Duration: 69 minutes