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Learn how to ingest and prepare data in Dynamics 365 Customer Insights - Data so your organization can create high-quality unified profiles and AI-ready insights.

Units in this learning path:

• 1 Introduction
• 2 Power Query
• 2b Clean Transform Load Data
• 3 Common Data Model
• 4 Dataverse
• 5 Work with Data
• 6 Refresh
• Knowledge Check
• 9 Summary

Products: Dynamics 365, Customer Insights Data

Roles: Functional Consultant, Business User, Administrator

Level: Intermediate

Subjects: Data Analytics, Customer Relationship Management

Duration: 45 minutes

Learn how to ingest data from diverse sources into Unity Catalog tables in Azure Databricks using managed connectors, notebooks, SQL commands, streaming, and declarative pipelines.

Units in this learning path:

• Introduction
• Ingest Data Lakeflow Connect
• Ingest Data Notebooks
• Ingest Data SQL Methods
• Ingest Data Cdc Feed
• Ingest Data Spark Structured Streaming
• Ingest Data Auto Loader
• Ingest Data Lakeflow Declarative Pipelines
• Exercise
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering

Duration: 101 minutes

Learn to ingest and process data in Microsoft Fabric using Dataflows Gen2, pipelines, Apache Spark, and KQL databases.

Modules in this learning path:

• Ingest Dataflows Gen2 Fabric
• Use Data Factory Pipelines Fabric
• Use Apache Spark Work Files Lakehouse
• Query Data Kql Database Microsoft Fabric

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering

Duration: 289 minutes

Azure Stream Analytics is a fully managed real-time analytics service that you can use to process streaming event data and route results to a range of output destinations for storage, analysis, and visualization.

Units in this learning path:

• Introduction
• Stream Ingestion Scenarios
• Configure Inputs Outputs
• Define Query
• Run Job Ingest
• Exercise Ingest Streaming Data
• Knowledge Check
• Summary

Products: Azure Stream Analytics

Roles: Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering

Duration: 74 minutes

Do you want to know how to initialize data during extension installation for Microsoft Dynamics 365 Business Central? Initializing data when you're installing an extension automate many steps that you must otherwise perform manually. By automating this process, you can quickly set up an extension and it becomes more user-friendly.

Units in this learning path:

• 1 Introduction
• 2 Install Logic
• 3 Exercise
• 4 Check
• 5 Summary

Products: Dynamics 365, Dynamics Business Central

Roles: Developer

Level: Beginner

Subjects: Data Engineering

Duration: 32 minutes

Learn to integrate Azure AI Services with Azure Database for PostgreSQL to add intelligent features like summarization and sentiment analysis.

Units in this learning path:

• Introduction
• Summarize Data Azure AI Services Azure Database Postgresql
• Perform Sentiment Analysis Opinion Mining Azure Database Postgresql
• Extract Insights Azure Language Azure Database Postgresql
• Translate Text Azure Translator Azure Database Postgresql
• Exercise Use Azure AI Services Azure Database Postgresql
• Use Azure Machine Learning Inference Azure Database Postgresql
• Exercise Perform Inference Azure Machine Learning
• Knowledge Check
• Summary

Products: Azure, Azure Database Postgresql

Roles: Developer, Data Engineer, Solution Architect

Level: Intermediate

Subjects: Databases, Artificial Intelligence, Cloud Computing

Duration: 72 minutes

Integrate Azure Cosmos DB for NoSQL with Azure services

Modules in this learning path:

• Consume Azure Cosmos Db SQL API Change Feed Using Sdk
• Handle Events Azure Functions Azure Cosmos Db SQL API Change Feed
• Search Azure Cosmos Db SQL API Data Azure Cognitive Search

Products: Azure Cosmos Db, Azure Cognitive Search

Roles: Developer

Level: Intermediate

Subjects: Databases, Artificial Intelligence

Duration: 117 minutes

Integrate data with Azure Data Factory

Units in this learning path:

• Introduction
• Understand
• Describe Data Integration Patterns
• Explain Process
• Understand Components
• Security
• Set Up
• Create Linked Services
• Create Datasets
• Create Activities Pipelines
• Manage Integration Runtime
• Knowledge Check
• Summary

Products: Azure Data Factory

Roles: Data Engineer, Data Scientist

Level: Beginner

Subjects: Data Analytics

Duration: 62 minutes

Finance and operations apps are integrated with Microsoft Azure to help power many of its built-in capabilities, such as search and intelligence. This module will focus on custom cloud integrations that you can build that are unique to your own project integration needs.

Units in this learning path:

• 1 Introduction
• 2 Logic Apps
• 3 Power
• 4 Enterprise
• 5 Automate
• 6 Machine Learn
• 7 Connect External
• 8 Optimize
• 9 Check
• 10 Summary

Products: Dynamics 365, Dynamics Finance, Dynamics Scm

Roles: Developer

Level: Advanced

Subjects: Devops, Data Management

Duration: 32 minutes

This credential earner has the advanced skills and ability to integrate backend servers with MySQL and MongoDB, applying CRUD operations and aggregation pipelines for efficient data management. The individual can design basic entity relationship (ER) diagrams, write MySQL queries, and use Mongoose to connect backend servers with MongoDB. The earner has practiced essential workplace skills.

Learn how to share Power BI dashboards, collaborate with other users, and access a dashboard on a mobile device.

Units in this learning path:

• Introduction
• Exercise Service Interaction Personalization
• Exercise Share Apps
• Exercise Access Report Mobile
• Check
• Summary

Products: Power Platform, Power Bi

Roles: Business User, Business Analyst

Level: Beginner

Subjects: Data Management

Duration: 82 minutes

Steps of installing the required software on your computer so that you can complete this course.

Units in this learning path:

• Introduction
• Install Application
• Tour
• Unzip Files
• Check
• Summary

Products: Power Platform, Power Bi

Roles: Business Analyst, Business User

Level: Beginner

Subjects: Data Management

Duration: 35 minutes