Microsoft Azure Learning Paths
This page lists all Learning Paths focused on Microsoft Azure in the Server and Cloud Computing category.
DATABASES
Tune MySQL performance on Arm-based platforms
SQL - MySQL - InnoDB - Runbook - Linux
20 Jul 2026 30 min
DATABASES
Tune PostgreSQL performance on Arm-based platforms
SQL - PostgreSQL - HammerDB - Runbook - Linux
16 Jul 2026 2 hrs 30 min
PERFORMANCE AND ARCHITECTURE
Migrate and optimize a .NET nopCommerce application on Microsoft Azure
.NET - C# - Docker - Azure CLI - PostgreSQL
08 Jul 2026 1 hr 15 min
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
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
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