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Telemetry courses 22

Learn Telemetry online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 22 courses

Microsoft

Observability & Metrics

Bridge the gap between code commits and business outcomes by building a sophisticated observability and traceability layer. This course empowers you to transform raw telemetry into actionable insights using Azure Monitor, Grafana, and OpenTelemetry. You will begin by constructing comprehensive pipe…

Partner
  • Coursera
  • 5 hours
  • Self-paced
  • Paid certificate

Microsoft

Implement Tools to Track Usage and Flow

Learn how to implement continuous monitoring tools to track application usage and flow. Explore Azure Monitor, Log Analytics, Kusto Query Language (KQL), and Application Insights for comprehensive telemetry, performance monitoring, and user behavior analysis.

  • Microsoft Learn
  • 1.5 hours
  • Self-paced
  • Free course
  • Free badge
  • Advanced

Microsoft

Implement distributed observability for multi-agent solutions with OpenTelemetry

Implement distributed observability infrastructure for production multi-agent AI solutions using OpenTelemetry and Azure Monitor. Design distributed tracing architectures with correlation propagation, implement structured logging for agent decision paths, configure telemetry aggregation, and build…

  • Microsoft Learn
  • 40 minutes
  • Self-paced
  • Free course
  • Free badge
  • Advanced

GitHub

Production Readiness: Testing, Security and Deployment

A prototype that runs on your laptop isn't a product. This course covers what makes agent systems deployable: automated testing, observability, security, and governance, built with the GitHub Copilot SDK. You'll write test suites against mocked sessions, instrument agents with telemetry to catch be…

Partner
  • Coursera
  • 3 weeks at ~3 hrs/week
  • Self-paced
  • Paid certificate

The Linux Foundation

Introduction to Kubernetes on Edge with K3s

Learn the use cases and applications of Kubernetes at the edge through practical examples, hands-on lab exercises and a technical overview of the K3s project and the cloud native edge ecosystem.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

Microsoft

Analyze app telemetry with logs and metrics

Query, visualize, and act on application telemetry collected in Application Insights to detect failures, identify performance trends, and maintain operational visibility for AI solutions on Azure.

  • Microsoft Learn
  • 1.5 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Coursera

Getting started with Azure IOT Hub

4.692 ratings

In this 1-hour guided project, you will create an IoT hub & an IoT device in Azure and use a Raspberry Pi web simulator to send telemetry data to the IoT hub. You will then create an Azure Cloud storage account to store the telemetry data and also create a Stream Analytics job to fetch the data in…

Partner
  • Coursera
  • 1.5 hours
  • Self-paced
  • Paid certificate

Microsoft

Connect IoT data to mixed reality with Azure Digital Twins and Unity

Stream simulated operational telemetry data from physical assets to Azure Digital Twins and visualize data in Unity and mixed reality. Learn how to use an ARM template, create a user interface in Unity, and identify performance events before deploying to a HoloLens 2.

  • Microsoft Learn
  • 2 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

Design processes to automate application analytics

Learn to design automated application analytics processes using Azure Application Insights, telemetry integration, augmented search capabilities, and monitoring tools to improve DevOps efficiency and user experience.

  • Microsoft Learn
  • 30 minutes
  • Self-paced
  • Free course
  • Free badge
  • Advanced

Coursera

Processing IoT Hub data streams with Azure Stream Analytics

4.523 ratings

In this 1-hour long project-based course, we will learn to create an IoT hub in the Azure cloud, register an IoT device within that IoT hub, send telemetry data from a raspberry pi web simulator to the IoT hub, create an Azure storage account and create stream analytics job with IoT hub as input an…

Partner
  • Coursera
  • 1.5 hours
  • Self-paced
  • Paid certificate

Microsoft

Observe and troubleshoot apps on Azure

Learn how to instrument distributed applications with OpenTelemetry and analyze telemetry data with Azure Monitor to observe and troubleshoot AI solutions on Azure.

Learning path or series
  • Microsoft Learn
  • 2.5 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

Develop an instrumentation strategy

Develop an effective instrumentation strategy through logging, telemetry, and monitoring and prepare for Exam AZ-400: Designing and Implementing Microsoft DevOps Solutions.

Learning path or series
  • Microsoft Learn
  • 4 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Data Centre Engineering for AI

Master the physical and logical infrastructure required for high-density AI compute clusters. This course equips engineers and infrastructure leads to optimize thermal management, design high-availability power distribution, and balance liquid cooling vs. cloud bursting.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Advanced

Microsoft

Develop & Deploy a Node.js API with Azure

Learn to build, deploy, and secure Node.js APIs in the cloud. Gain hands-on experience with Express.js, serverless functions, managed databases, observability tooling, and API governance across Azure App Service, Azure Functions, and Azure API Management.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Advanced

Microsoft

Deploying Django & PostgreSQL Web Apps on Azure

Learn to deploy, secure, and monitor Django web applications backed by PostgreSQL in the cloud. Go from local development to production on Azure App Service with passwordless authentication, private networking, CI/CD automation, and observability.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Advanced

Microsoft

Azure Digital Twins

Design and govern digital twin solutions using Azure Digital Twins. This course helps participants model physical environments, apply semantic modeling with DTDL, orchestrate live knowledge graphs, and design interoperable, vendor-neutral architectures that support scalable, real-world spatial inte…

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Advanced

Microsoft

Smart Factory Effectiveness with Power BI

Master the convergence of Industrial IoT (IIoT) and advanced business intelligence to eliminate operational latency on the factory floor. Learn to securely connect Power BI to live machine sensor outputs via Azure IoT Hub, build interactive Digital Twins, orchestrate real-time OEE calculations, and…

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

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