Microsoft Azure Learning Paths

This page lists all Learning Paths focused on Microsoft Azure in the Server and Cloud Computing category.

Displaying 100 of 100 learning paths.
Date

CONTAINERS AND VIRTUALIZATION

Use Clair to scan container images and generate vulnerability reports

Docker - Go - Clair - Linux

  01 Jul 2026        1 hr

DATABASES

Measure performance of ClickHouse on Arm servers

ClickHouse - ClickBench - Linux

  01 Jul 2026        45 min

CONTAINERS AND VIRTUALIZATION

Deploy a Cobalt 100 Virtual Machine on Azure

Azure Portal - Azure CLI - Linux

  01 Jul 2026        10 min

ML

Accelerate Natural Language Processing (NLP) models from Hugging Face on Arm servers

Python - PyTorch - Hugging Face - Linux

  01 Jul 2026        20 min

PERFORMANCE AND ARCHITECTURE

Accelerate Bitmap Scanning with Neon and SVE Instructions on Arm servers

SVE - Neon - Runbook - Linux

  01 Jul 2026        20 min

WEB

Tune NGINX performance on Arm-based platforms

NGINX - Runbook - Linux

  30 Jun 2026        1 hr

DATABASES

Tune MySQL performance on Arm-based platforms

SQL - MySQL - InnoDB - Runbook - Linux

  30 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Optimize an Adler-32 checksum function with SVE intrinsics using the Arm MCP server

C - GCC - SVE - MCP - Linux

  29 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Migrate applications between Arm platforms using Kiro Arm SoC Migration Power

Kiro - AWS EC2 - GCC - C - CMake

  29 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Arm-based Cobalt 100 VMs using Azure Resource Manager templates

Azure CLI - JSON - Linux

  29 Jun 2026        45 min

CONTAINERS AND VIRTUALIZATION

Deploy Arm virtual machines on Microsoft Azure with Terraform

Terraform - Bastion - Linux

  29 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Deploy Alluxio on Azure Cobalt 100 Arm64 virtual machines for data orchestration and caching

Alluxio - Apache Spark - Java - Linux

  29 Jun 2026        1 hr 30 min

CONTAINERS AND VIRTUALIZATION

Deploy a .NET application on Microsoft Azure Cobalt 100 VMs

.NET - Kubernetes - Docker - Linux

  29 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Create an Azure Linux 3.0 virtual machine with Cobalt 100 processors

QEMU - Azure CLI - Linux

  29 Jun 2026        2 hrs

CONTAINERS AND VIRTUALIZATION

Create an Arm-based Kubernetes cluster on Microsoft Azure Kubernetes Service

Terraform - Kubernetes - WordPress - MySQL - Linux

  29 Jun 2026        1 hr

ML

Deploy an AI Agent on Arm with llama.cpp and llama-cpp-agent using KleidiAI

Python - AWS Graviton - AI - Linux

  26 Jun 2026        45 min

ML

Build and run vLLM on Arm servers

vLLM - LLM - Generative AI - Python - Hugging Face

  22 Jun 2026        45 min

CONTAINERS AND VIRTUALIZATION

Use OpenEBS for Kubernetes-native persistent storage on Azure Cobalt 100-based Arm64 virtual machines

Kubernetes - K3s - OpenEBS - Helm - Linux

  17 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Use Longhorn to deploy persistent storage for Kubernetes workloads on Arm-based Azure virtual machines

Longhorn - Kubernetes - K3s - fio - Linux

  17 Jun 2026        1 hr

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Use Infrastructure as Code and Pulumi to provision Azure resources

TypeScript - Docker - Windows

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Understand Arm Pointer Authentication

Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Tune the Performance of the Java Garbage Collector

Java - Runbook - Linux

  17 Jun 2026        45 min

CONTAINERS AND VIRTUALIZATION

Scan multi-architecture containers with Trivy on Azure Cobalt 100

Trivy - Docker - GitHub Actions - YAML - Linux

  17 Jun 2026        45 min

ML

Run vLLM inference with INT4 quantization on Arm servers

vLLM - LM Evaluation Harness - LLM - Generative AI - Python

  17 Jun 2026        1 hr

LIBRARIES

Run the vvenc H.266 encoder on Arm servers

vvenc - Linux

  17 Jun 2026        20 min

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

  17 Jun 2026        10 min

PERFORMANCE AND ARCHITECTURE

Run Spark applications on Microsoft Azure Cobalt 100 processors

Apache Spark - Python - Docker - Linux

  17 Jun 2026        1 hr

DATABASES

Run MongoDB on Arm-based Azure Cobalt 100 instances

MongoDB - mongotop - mongostat - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Run Apache Spark SQL workloads on Azure Cobalt 100 Arm64 using Gluten and Velox for accelerated analytics

Apache Spark - Hadoop - Hive - Gluten - Velox

  17 Jun 2026        2 hrs

ML

Run an LLM chatbot with rtp-llm on Arm-based servers

LLM - Generative AI - Python - Hugging Face - Linux

  17 Jun 2026        30 min

ML

Run a Natural Language Processing (NLP) model from Hugging Face on Arm servers

Python - PyTorch - Hugging Face - Linux

  17 Jun 2026        20 min

ML

Run a Large Language Model (LLM) chatbot with PyTorch using KleidiAI on Arm servers

LLM - Generative AI - Python - PyTorch - Hugging Face

  17 Jun 2026        30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - armie - GCC - armclang

  17 Jun 2026        30 min

LIBRARIES

Optimize the performance of Snort 3 using multithreading

AWS EC2 - Snort3 - Bash - GCC - Linux

  17 Jun 2026        45 min

PERFORMANCE AND ARCHITECTURE

Optimize exponential functions with FEXPA

C - CPP - Linux - macOS

  17 Jun 2026        15 min

ML

Optimize C++ performance with Profile-Guided Optimization and Google Benchmark

Google Benchmark - Runbook - Linux

  17 Jun 2026        15 min

PERFORMANCE AND ARCHITECTURE

Optimize application performance with CPU affinity

C++ - Python - taskset - perf - Google Benchmark

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Monitor Azure Cobalt 100 Arm64 virtual machines using Dynatrace OneAgent

Dynatrace - NGINX - ActiveGate - Linux

  17 Jun 2026        30 min

LIBRARIES

Migrating applications to Arm servers

Neon - SVE - Go - Runbook - Linux

  17 Jun 2026        15 min

DATABASES

Migrate MySQL from on-premises x64 to Azure Cobalt 100 Arm VMs

MySQL - Terraform - Azure CLI - sysbench - Bash

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Migrate containers to Arm using KubeArchInspect

Kubernetes - Runbook - Linux

  17 Jun 2026        15 min

PERFORMANCE AND ARCHITECTURE

Migrate applications that leverage performance libraries

Arm Compiler for Linux - CPP - Runbook - Linux

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Migrate a .NET application to Azure Cobalt 100

.NET - Orchard Core - C - Linux

  17 Jun 2026        25 min

PERFORMANCE AND ARCHITECTURE

Microbenchmark storage performance with fio on Arm

bash - Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Microbenchmark and tune network performance with iPerf3 and Linux traffic control

iPerf3 - Linux

  17 Jun 2026        30 min

ML

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

  17 Jun 2026        20 min

DATABASES

Learn how to tune Redis

Redis - Runbook - Linux

  17 Jun 2026        30 min

DATABASES

Learn how to Tune PostgreSQL

SQL - PostgreSQL - HammerDB - Runbook - Linux

  17 Jun 2026        30 min

WEB

Learn how to tune Envoy

Envoy - Runbook - Linux

  17 Jun 2026        1 hr

DATABASES

Learn how to deploy PostgreSQL

SQL - PostgreSQL - Linux

  17 Jun 2026        30 min

WEB

Learn how to deploy Nginx

NGINX - Linux

  17 Jun 2026        1 hr

DATABASES

Learn how to deploy MySQL

SQL - MySQL - Linux

  17 Jun 2026        30 min

WEB

Learn how to deploy Envoy

Envoy - Linux

  17 Jun 2026        1 hr

WEB

Learn how to deploy a Django application

Django - Python - NGINX - PostgreSQL - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Learn about optimization techniques using the g++ compiler

CPP - Runbook - Linux

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about Large System Extensions (LSE)

GCC - Runbook - Linux

  17 Jun 2026        30 min

LIBRARIES

Install Vectorscan (Hyperscan on Arm) and use it with Snort 3

Vectorscan - Linux

  17 Jun 2026        15 min

DATABASES

Increase application performance with libhugetlbfs

MySQL - GCC - Runbook - Linux

  17 Jun 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Get started with parallel application development

Fortran - GCC - Linaro Forge - gdb - mpi

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Get started with Arm-based cloud instances

Linux

  17 Jun 2026        15 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

  17 Jun 2026        10 min

PERFORMANCE AND ARCHITECTURE

Enable Arm SPE for Performix memory access analysis

Arm Performix - Sysreport - Linux kernel - perf - Linux

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Develop and Validate Firmware Pre-Silicon on Arm Neoverse CSS V3

C - Docker - FVP - Linux

  17 Jun 2026        1 hr 30 min

ML

Deploy SqueezeNet 1.0 INT8 model with ONNX Runtime on Azure Cobalt 100

Python - ONNX Runtime - Linux

  17 Jun 2026        1 hr

DATABASES

Deploy Redis on Azure Cobalt 100 Arm64 virtual machines for real-time messaging and event processing

Redis - Python - Linux

  17 Jun 2026        30 min

DATABASES

Deploy Redis on Arm

Redis - Runbook - Linux

  17 Jun 2026        30 min

DATABASES

Deploy Redis as a cache for MySQL and PostgreSQL on Arm servers

Terraform - Ansible - Redis - SQL - MySQL

  17 Jun 2026        1 hr 30 min

DATABASES

Deploy RabbitMQ on Arm64 Cloud Platforms (Azure and GCP)

RabbitMQ - Erlang - Python - pika - Linux

  17 Jun 2026        30 min

DATABASES

Deploy PostgreSQL on Azure Cobalt 100 Arm64 virtual machines

PostgreSQL - SQL - pgbench - Linux

  17 Jun 2026        30 min

ML

Deploy Phi-4-mini model with ONNX Runtime on Azure Cobalt 100

Python - ONNX Runtime - Linux

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Deploy OpenStack on Azure Cobalt 100 Arm64 Virtual Machine

OpenStack - Kolla-Ansible - DevStack - Python - OpenStack CLI

  17 Jun 2026        1 hr 30 min

WEB

Deploy NGINX on Azure Cobalt 100 Arm-based virtual machines

NGINX - ApacheBench - Linux

  17 Jun 2026        30 min

DATABASES

Deploy MySQL on Microsoft Azure Cobalt 100 processors

MySQL - SQL - Docker - Linux

  17 Jun 2026        30 min

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - Generative AI - Python

  17 Jun 2026        1 hr

DATABASES

Deploy MinIO on Azure Cobalt 100

MinIO - Python - boto3 - Linux

  17 Jun 2026        30 min

WEB

Deploy Memcached as a cache for MySQL and PostgreSQL on Arm based servers

Memcached - SQL - MySQL - PostgreSQL - Linux

  17 Jun 2026        1 hr

DATABASES

Deploy MariaDB on Arm servers

Terraform - Ansible - MariaDB - Docker - Runbook

  17 Jun 2026        1 hr 30 min

WEB

Deploy Keycloak on Azure Cobalt 100-based Arm64 virtual machines for identity and access management

Keycloak - PostgreSQL - Flask - Python - Java

  17 Jun 2026        1 hr 30 min

PERFORMANCE AND ARCHITECTURE

Deploy Java applications on Azure Cobalt 100 processors

Java - JMH - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Deploy Golang on Azure Cobalt 100 on Arm

Golang - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Deploy Elasticsearch on Azure Cobalt 100 Arm virtual machines

Elasticsearch - ESRally - Bash - Linux

  17 Jun 2026        2 hrs

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - Generative AI - Python - Linux

  17 Jun 2026        30 min

STORAGE

Deploy Apache Kafka on Arm-based Microsoft Azure Cobalt 100 virtual machines

Kafka - Linux

  17 Jun 2026        30 min

CI-CD

Deploy and validate Jenkins on Arm cloud servers

Jenkins - OpenJDK 17 - Docker - Groovy (Jenkins Pipeline) - Linux

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Deploy an application to Azure Kubernetes Service

ASP.NET Core - Docker - Kubernetes - Linux

  17 Jun 2026        45 min

CONTAINERS AND VIRTUALIZATION

Deploy a Windows on Arm virtual machine on Microsoft Azure

Windows

  17 Jun 2026        15 min

CONTAINERS AND VIRTUALIZATION

Deploy a containerized application using Azure Container Instances

ASP.NET Core - Docker - Linux - Windows

  17 Jun 2026        30 min

CONTAINERS AND VIRTUALIZATION

Deploy .NET applications to Arm Virtual Machines and Container Registry in Microsoft Azure

.NET SDK - C# - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Build Linux kernels for Arm cloud instances

TuxMake - Linux

  17 Jun 2026        1 hr

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

  17 Jun 2026        20 min

CONTAINERS AND VIRTUALIZATION

Build a multi-architecture Kubernetes cluster running nginx on Azure AKS

nginx - Web Server - Azure - Kubernetes - Linux

  17 Jun 2026        1 hr

DATABASES

Benchmarking MySQL with Sysbench

MySQL - Sysbench - Linux

  17 Jun 2026        30 min

DATABASES

Benchmark the performance of Flink on Arm servers

Flink - Java - Nexmark - Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Benchmark QuantLib on Azure Cobalt

Azure - Ubuntu - QuantLib - GCC - CMake

  17 Jun 2026        1 hr

CONTAINERS AND VIRTUALIZATION

Autoscale HTTP applications on Kubernetes with KEDA and Kedify

Kubernetes - Helm - KEDA - Kedify - Linux

  17 Jun 2026        45 min

DATABASES

Analyze the performance of MongoDB on Arm servers

MongoDB - GCC - Runbook - Linux

  17 Jun 2026        30 min

PERFORMANCE AND ARCHITECTURE

Analyze cache behavior with Perf C2C on Arm

perf - Runbook - Linux

  17 Jun 2026        15 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

  17 Jun 2026        15 min

PERFORMANCE AND ARCHITECTURE

Accelerate search performance with SVE2 MATCH on Arm servers

SVE2 - Neon - Runbook - Linux

  17 Jun 2026        20 min