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Apache Spark is a core technology for large-scale data analytics. Microsoft Fabric provides support for Spark clusters, enabling you to analyze and process data at scale.

Units in this learning path:

• Introduction
• Spark
• Spark Code
• Dataframe
• Spark SQL
• Visualize Data
• Exercise Spark
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering

Duration: 80 minutes

Do you want to know how to start implementing a version control system to manage your Business Central applications source code? With Azure DevOps you can do that, and much more. You'll learn about the features of the application lifecycle management tool Azure DevOps.

Units in this learning path:

• 1 Introduction
• 2 Create Azure Devops
• 3 Manage Azure Devops
• 4 Introduction Devops Services
• 5 Connect Devops Tokens
• 6 Introduction Github
• 7 Exercise
• 8 Check
• 9 Summary

Products: Dynamics 365, Dynamics Business Central

Roles: Developer

Level: Intermediate

Subjects: Devops

Duration: 47 minutes

Artificial Intelligence can be used with Business Central. This path focuses on a few key ways that you can use it to manage your business.

Modules in this learning path:

• Setup Cash Flow Forecasts
• Use Sales Inventory Forecast Extension
• Predict Late Payments Sales Documents

Products: Dynamics 365, Dynamics Business Central

Roles: Functional Consultant, Business User

Level: Intermediate

Subjects: Artificial Intelligence, Business Applications

Duration: 125 minutes

Learn how to use AutoML to train optimal machine learning models for your data in Azure Databricks.

Units in this learning path:

• Introduction
• What Automl
• Automl User Interface
• Automl Code
• Exercise Automl
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Scientist

Level: Intermediate

Subjects: Data Management, Machine Learning

Duration: 44 minutes

This module describes the setup that’s required to use Azure AI Services for Language to enhance the capabilities of a Microsoft Copilot Studio.

Units in this learning path:

• Introduction
• Azure Cognitive Service
• Define Your Bot
• Call Your Service
• Deploy Your Bot
• Check
• Summary

Products: Ms Copilot

Roles: Functional Consultant, Developer

Level: Intermediate

Subjects: Chatbots

Duration: 33 minutes

Learn to use YAML to define container instances, add functionality with sidecar and initialization containers, and use Azure Private Link for greater security.

Units in this learning path:

• Introduction
• Deploy Into Virtual Network
• Understand Yaml
• Deploy Sidecar
• Access Private Link Enabled Services
• Deploy with Init Container
• Knowledge Check
• Summary

Products: Azure Container Instances

Roles: Administrator, Developer

Level: Intermediate

Subjects: Containers

Duration: 62 minutes

Do you want to learn how to use Azure Functions with Business Central? This module will explain what an Azure function is and how to create one. You'll also learn how to integrate them with Business Central.

Units in this learning path:

• 1 Introduction
• 2 Create Basic
• 3 Create Existing
• 4 Use
• 6 Check
• 7 Summary

Products: Dynamics 365, Dynamics Business Central

Roles: Developer

Level: Intermediate

Subjects: Business Applications

Duration: 25 minutes

Learn how to use Azure Machine Learning for inferencing from Azure Database for PostgreSQL.

Units in this learning path:

• Introduction
• Azure Machine Learning Automated Machine Learning
• Invoke Azure Machine Learning Postgresql
• Exercise Perform Inference Azure Machine Learning
• Knowledge Check
• Summary

Products: Azure Database Postgresql, Azure Machine Learning

Roles: Developer

Level: Intermediate

Subjects: Artificial Intelligence, Databases

Duration: 14 minutes

Learn how to configure and set up an automated build process, create pipelines using YAML files, and set up a release process in Business Central.

Units in this learning path:

• 1 Introduction
• 2 What Continuous Integration
• 3 Configure Build Agents
• 4 Create Build Pipeline
• 5 Work Yaml Files
• 6 Create Release Pipeline
• 7 Exercise
• 8 Check
• 9 Summary

Products: Dynamics 365, Dynamics Business Central

Roles: Developer

Level: Intermediate

Subjects: Process Workflow

Duration: 46 minutes

Learn how to use Azure and external tools to manipulate data.

Units in this learning path:

• Introduction
• Data Manipulation Tools
• Integration
• Check
• Summary

Products: Power Platform, Power Apps

Roles: Maker, Functional Consultant

Level: Intermediate

Subjects: Custom App Development

Duration: 22 minutes

Discover how to use CSS styles in a webpage.

Units in this learning path:

• Introduction
• Explore CSS Concepts
• Discover More CSS
• Exercise CSS Concepts
• Inspect Selectors
• Exercise Selectors
• Knowledge Check
• Summary

Products: Vs Code

Roles: Administrator, Developer, K 12 Educator, Student

Level: Beginner

Subjects: Cloud Computing

Duration: 35 minutes

Use the Connected Customer Service Add-in for Dynamics 365 to integrate IoT devices with Dynamics 365 Customer Service to help service customers.

Modules in this learning path:

• Connected Customer Service
• Connected Customer Service Devices

Products: Dynamics 365, Dynamics Customer Service

Roles: Functional Consultant, Business User

Level: Intermediate

Subjects: Customer Relationship Management

Duration: 88 minutes