// 21 courses indexed
The course directory
Every course we track across 10+ providers, in one searchable index. Want a shortlist picked for your goals? Run a free skill gap analysis.
Azure Monitoring and Analytics Fundamentals
In this course, you’ll explore the fundamentals of Azure Monitoring and Analytics. You’ll gain an in-depth understanding of the key features offered by Azure Monitor, setting the stage for proficient resource management. Learn to configure basic monitoring in Azure, enabling proactive measures to ensure optimal resource performance. Dive into the intricacies of setting up and managing alerts based on diverse conditions and thresholds, ensuring a timely response to critical situations. Delve further into advanced monitoring techniques, exploring the power of Log Analytics and custom dashboards.
All levels
MLOps and responsible AI practices
This course equips you with the essential skills to take generative AI models from development to production. You will learn to implement robust MLOps practices on Azure, including automated CI/CD pipelines, version control, and full lifecycle management for your models. Simultaneously, you will dive into the critical principles of Responsible AI, using Microsoft’s framework to build fair, transparent, and ethical models that you can deploy with confidence.
All levels
Deploy any MERN Stack App on Azure Cloud using CICD Pipeline
Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. This course is designed to guide you through deploying a full MERN stack application on Azure Cloud using Azure DevOps pipelines for seamless CI/CD integration. You’ll start by getting a solid introduction to cloud infrastructure, the role of public cloud providers, and the fundamental models like IaaS, PaaS, and SaaS. The course then dives in
All levels
Design Security and Monitor Strategies in Azure
This is the final course of the Exam Prep AZ-400: Microsoft DevOps Engineer Expert Specialization. This course focuses on understanding how to analyze metrics from instrumentation to gain insights and improve DevOps monitoring and workflows. Explore methods to automate security and compliance scanning for a more secure and efficient DevOps pipeline. Learn how to securely manage sensitive information in automation processes to protect critical data. Discover how to design and implement effective authentication and authorization methods to control access and secure resources. This course is di
All levels
Microsoft Azure Security, Governance & Cloud Operations
Welcome to Microsoft Azure Security, Governance & Cloud Operations, a practical course designed for cloud learners, IT professionals, Azure administrators, cloud engineers, and technology professionals who want to understand how organizations manage, monitor, optimize, and modernize Azure environments. This course builds on foundational Azure concepts and introduces the operational capabilities required to manage cloud resources effectively. You’ll explore Azure migration, DevOps, AI and machine learning services, governance, cost management, monitoring, application services, and database sol
All levels
Microsoft Azure for ASP.NET Core
Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. This course provides a comprehensive introduction to Microsoft Azure for ASP.NET Core developers, helping you navigate essential Azure services and tools. You'll start by exploring Azure’s virtual machines and portals, learning how to create, connect, and manage these environments using various methods like PowerShell, Bash scripting, and ARM
All levels
Azure Infrastructure Fundamentals
Microsoft Azure is a service created by Microsoft to provide cloud computing for creating and managing applications and services using a cloud environment. Azure provides software as a service (SaaS), platform as a service (PaaS) and infrastructure as a service (IaaS). The platform supports many programming languages and frameworks and can be used alone or in a multi-vendor cloud environment. This course focuses on the Fundamentals of Azure Infrastructure including infrastructure as a service. We’ll begin with understanding the subscription, configuring security and acquiring storage. Then y
All levels
GenAI for Azure: AI-Powered Cloud Optimization Strategies
In this course, you will explore how Generative AI is revolutionizing cloud management by automating workflows, optimizing resource allocation, and enhancing overall efficiency. Whether you’re a Cloud Solutions Architect, DevOps Professional, or AI Enthusiast, this course will provide hands-on experience with Azure OpenAI, Microsoft Copilot, and other Azure services to streamline operations and reduce costs. Through real-world case studies, practical exercises, and expert insights, you’ll gain the skills needed to design, deploy, and manage AI-driven cloud solutions effectively. This course i
All levels
Deep Learning Foundations & Azure Environments
Production-grade deep learning starts with solid engineering foundations. This course builds the core PyTorch and Azure ML skills needed to build, train, and track deep learning models in enterprise environments. You'll implement feedforward neural networks from scratch, including forward and backward passes, loss functions, and optimizers, then move into custom PyTorch module design, efficient DataLoader pipelines, and mixed precision training with torch.compile. You'll configure Azure ML workspaces, compute clusters, and GPU targets using the Azure ML SDK v2, manage training jobs, and track
All levels
Introduction to AKS and Core Networking Concepts
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Gain a comprehensive understanding of Azure Kubernetes Service (AKS) and the core networking concepts that power secure, scalable containerized applications. This course equips you with the skills to design, deploy, and manage Kubernetes workloads on Azure using advanced networking strategies. The course begins by establishing foundational knowledge of AKS architecture
All levels
Owning the AI Lifecycle in Azure
Owning the AI Lifecycle in Azure focuses on managing AI system delivery from build through deployment and ongoing operations. AI initiatives introduce new complexities in data architecture, model development, performance evaluation, and production monitoring. This course equips you to coordinate those moving parts within enterprise environments. You’ll examine cloud-native AI architecture decisions, data readiness requirements, and model development workflows using Azure Machine Learning and Microsoft Foundry models. The course explores how AutoML, generative AI, AI agents, and Copilot deploy
All levels
Azure SQL Data Warehouse Synapse Analytics Service
Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Unlock the potential of cloud data warehousing with Azure Synapse Analytics. This course begins by introducing the core concepts of cloud-based warehousing, highlighting the advantages over traditional systems. You will gain insights into Synapse Analytics' unified approach to data, enabling you to manage SQL and Spark workloads with ease, al
All levels
Introduction to Microsoft Azure Cloud Services
Whether you're just beginning to work with the cloud or you already have cloud experience and are new to Microsoft Azure, this course provides you with everything you need to get started. It introduces you to Microsoft Azure core concepts and services. You’ll learn the basics of cloud computing, its advantages, and how to choose the right Microsoft Azure solution for different business scenarios. You’ll use the Microsoft Azure portal and a sandbox to create and test Microsoft Azure resources at no cost to you. You don’t need to write code or have scripting skills to do this. You’ll learn abou
All levels
Building intelligent agent workflows
Advance your AI development skills by building intelligent agent workflows and enterprise-ready AI systems using Microsoft Azure. This hands-on course focuses on creating context-aware AI agents, integrating multiple AI services, and orchestrating automated workflows for real-world healthcare scenarios. You’ll begin by exploring Azure AI services and learning how to design safe, reliable AI agents for sensitive environments. Using Azure AI Foundry, Azure Functions, and Logic Apps, you’ll develop healthcare-focused AI assistants that combine language understanding, search, translation, speech,
All levels
Azure Data Storage Solutions
"Azure Data Storage Solutions is a course designed to introduce learners to key data storage and integration strategies within the Azure ecosystem. This is the second course of the Exam Prep AZ-305: Microsoft Certified Azure Solutions Architect Expert specialization. This specialization covers core Azure data storage services and integration, including relational and non-relational databases, storage accounts, data integration tools, and data analytics services. Key topics include Azure Cosmos DB, Azure SQL Database, Azure Storage Accounts, Azure Blob Storage, Azure Data Lake Storage Gen2, Az
All levels
Multimodal and cross-modal AI integrations
Learn to build AI that sees, hears, and understands the world in an integrated way. This course takes you beyond single-modality models, teaching you to architect applications that connect different data types like text, images, and speech. Starting with text-to-image generation, you will progress to integrating various AI components and orchestrating the full power of Azure AI Services to build sophisticated, cross-modal solutions. By the end, you'll be equipped to design the next generation of intelligent, multi-faceted AI applications.
All levels
Build and Operate Machine Learning Solutions with Azure
Azure Machine Learning is a cloud platform for training, deploying, managing, and monitoring machine learning models. In this course, you will learn how to use the Azure Machine Learning Python SDK to create and manage enterprise-ready ML solutions. This is the third course in a five-course program that prepares you to take the DP-100: Designing and Implementing a Data Science Solution on Azurecertification exam. The certification exam is an opportunity to prove knowledge and expertise operate machine learning solutions at a cloud-scale using Azure Machine Learning. This specialization teach
All levels
Developing AI Applications on Azure
This course introduces the concepts of Artificial Intelligence and Machine learning. We'll discuss machine learning types and tasks, and machine learning algorithms. You'll explore Python as a popular programming language for machine learning solutions, including using some scientific ecosystem packages which will help you implement machine learning. Next, this course introduces the machine learning tools available in Microsoft Azure. We'll review standardized approaches to data analytics and you'll receive specific guidance on Microsoft's Team Data Science Approach. As you go through the c
All levels
Implementing Cisco SD-Wan: Monitoring, Security, and Performance
This course covers key aspects of SD-WAN, including monitoring, troubleshooting, security, and cloud connectivity. Start by learning about network monitoring tools and how to troubleshoot common connectivity issues. Develop skills in configuring Quality of Service (QoS) for optimal performance on unreliable links and improve application quality with techniques like TCP optimization. Learn to connect branch offices to the internet and cloud providers like AWS, Azure, and Google using Direct Cloud Access and Cloud onRamp for SaaS. Strengthen your network with SD-WAN security features such as app
All levels
Configure Routing in Azure IoT Hub
This Guided Project “Configure Routing in Azure IoT Hub” is for anyone who wants to learn to configure routing in Azure IoT Hub. In this 1-hour long project-based course, you will learn to create an Azure free account. You will also learn to build an IoT hub in the Azure cloud, register an IoT device within the IoT hub, send telemetry data from a raspberry pi web simulator to the iot hub and we will also learn to configure message routing that enables sending telemetry data from IoT Hub to custom endpoints and to store the data we will route the messages to the storage account in Azure. This
All levels
Experiment Management, Tuning & Debugging
Scaling deep learning in production requires more than working code; it requires systematic tuning, efficient pipelines, and the ability to diagnose failures before deployment. This course builds operational skills to manage deep learning workflows at enterprise scale on Azure ML. You'll implement LoRA and QLoRA fine-tuning for large language models using Hugging Face PEFT, comparing memory use, training throughput, and performance. You'll design hyperparameter optimization experiments using Azure ML sweep jobs with Bayesian sampling and early termination, tracking runs with MLflow. You'll di
All levels