Master end-to-end data engineering with Azure Databricks and Unity Catalog. This course takes you from foundational setup to production deployment, covering environment configuration and enterprise-grade governance.
You’ll learn how to build robust ingestion pipelines, implement security and governance with Unity Catalog, and deploy optimized workloads. By the end, you’ll have practical skills to implement, secure, and maintain scalable lakehouse solutions that meet demanding enterprise requirements.
This course provides comprehensive preparation for the DP-750: Implementing Data Engineering Solutions Using Azure Databricks exam, leading to the Microsoft Certified: Azure Databricks Data Engineer Associate certification.
This one-day course focuses on designing intelligent applications capable of seeing, interpreting, and reasoning from images and documents, using multimodal models and agent-orchestrated tools. Learners discover how to combine visual and document inputs with language models to perform structured extraction, analysis, and decision-making workflows.
The course emphasizes practical approaches to extracting information, orchestrating tools, and grounding model responses in visual and document data to achieve more reliable and actionable results in a business context.
This course focuses on generative AI engineering with Azure Databricks, leveraging Spark to explore, fine-tune, evaluate, and integrate advanced language models. Participants will learn to implement techniques such as retrieval-augmented generation (RAG) and multi-step reasoning, as well as how to fine-tune large language models (LLMs) for specific use cases and evaluate their performance. The program also covers responsible AI practices for deploying solutions, along with lifecycle management of models in production using LLMOps tools on Azure Databricks.
Azure Database for PostgreSQL is a high-performance PaaS database service available in the Microsoft cloud. It builds on the open-source PostgreSQL relational database and integrates native high availability, automatic backup and restore, as well as advanced security features. The pay-as-you-go pricing model provides predictable performance and near-instant scaling.
In this comprehensive learning path, you will master the key features of PostgreSQL and their optimized implementation in Azure Database for PostgreSQL. You will explore the different implementation options for Azure Database for PostgreSQL and learn to configure a server tailored to your specific business needs.
This learning path enables you to master the development of data-driven applications with Microsoft Azure SQL Database. You will develop complete expertise in creating and configuring an optimized Azure SQL Database, creating and deploying database projects using GitHub Actions and Azure Pipelines, and advanced automation of the publishing process.
You will also discover how to effectively leverage the Data API builder for Azure SQL Database and how to develop a high-performance Data API with Azure Web Apps and Static Web Apps. Additionally, you will acquire the strategic skills necessary to import data via external REST endpoints, export data using Azure Functions, and robustly secure an Azure SQL Database.
These essential skills will enable you to efficiently develop and manage modern applications with Azure SQL Database, ensuring optimal performance and enhanced security.
This learning path enables you to master the migration of SQL Server workloads to Azure SQL. You will develop complete expertise in evaluating SQL Server components and migration compatibility using the Azure SQL migration extension and Data Migration Assistant. You will also discover how to efficiently provision and configure optimized Azure SQL resources.
You will gain comprehensive practical experience to select the optimal migration strategy based on specific business requirements regarding downtime, advanced migration state management, and proactive database migration monitoring.
Additionally, you will master critical post-migration tasks, including disaster recovery and continuous monitoring. These skills are essential to ensure a smooth and efficient transition to Azure SQL and guarantee optimal performance after migration.
Master the implementation of GitHub Actions and the configuration of Azure Load Testing to automate performance testing of application deployments.
This learning path enables you to master security implementation through a pipeline using Azure DevOps. Learn to configure and secure Azure Pipelines optimally. You will also develop your essential practical skills, including configuring secure access to pipeline resources, configuring and validating advanced permissions, establishing a robust project and repository structure, strategic pipeline extension, secure configuration of pipelines using variables and parameters, as well as efficient identity management for projects, pipelines, and agents.
This three-day AZ-120 training is designed for IT professionals experienced with SAP solutions who want to leverage Azure for SAP workloads. The course covers the planning, configuration, and optimization of SAP environments in Azure—including virtual machines, virtual networks, storage accounts, and Microsoft Entra ID. Participants will also explore backup strategies, disaster recovery, and comprehensive monitoring for SAP systems on Azure. Through hands-on labs with Azure Center for SAP solutions, you’ll master key concepts, real-world scenarios, and step-by-step procedures to ensure successful SAP deployments in the Microsoft cloud.
This learning path explores how Azure AI and Azure Machine Learning Services integrations, available through the Azure AI extension for Azure Database for PostgreSQL – Flexible Server, enable you to develop intelligent applications powered by artificial intelligence.
Generative artificial intelligence is revolutionizing application development through integrated platforms like Azure AI Foundry. Learn to design sophisticated generative AI applications that leverage advanced language models to create natural conversational interactions with your users.
Natural language processing solutions leverage advanced linguistic models to analyze and interpret the semantic meaning of written and spoken language, enabling the generation of contextually appropriate responses. Through the Azure AI Language service, you can develop custom models for your applications, while Azure AI Foundry provides access to powerful generative models for speech recognition and intelligent language processing.
Generative artificial intelligence (AI) is becoming increasingly functional and accessible, with AI agents being a key component of this evolution. This comprehensive training helps you understand AI agents, including when to use them and how to develop them using the Azure AI Foundry Agent service and the Semantic Kernel agent framework. After completing this learning path, you will have the essential skills to develop sophisticated AI agents on Azure.
This comprehensive training enables system administrators to master the deployment and administration of Linux virtual machines in Azure. Participants will learn to create, configure, and manage Linux VMs, optimize performance, and implement high-availability solutions. The course also covers virtual machine security, administration task automation, and maintenance best practices in an Azure cloud environment.
This comprehensive training enables IT professionals to master secure access configuration for workloads using Azure networking. Participants will learn to design and implement secure network architectures, configure private connections, and establish robust access controls. The course covers virtual network configuration, network security groups, Azure firewalls, and hybrid connectivity solutions.
This comprehensive training enables IT professionals to master the deployment and configuration of Azure Monitor. Participants will learn to implement complete cloud environment monitoring, configure intelligent alerts, and optimize performance visibility. The course covers monitoring solution implementation, metrics analysis, activity log configuration, and automation strategies for proactive monitoring.
This comprehensive training enables IT professionals to master storage security in Azure Files and Azure Blob Storage. Participants will learn to implement robust security strategies, configure access controls, and protect data stored in the Azure cloud. The course covers encryption best practices, identity management, firewall configuration, and data protection solutions for cloud storage environments.
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