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Add monthly learning path report [skip ci]
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## Learning Path Report for January 2026 - March 2026
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## Published Learning Paths
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| Title | Start Date | Publish Date | Time to Publish (days) | Program | Category | CSP |
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|-------|--------------|-------------|----------------------|-----|----------|-----|
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| [Build a real-time analytics pipeline with ClickHouse on Google Cloud Axion](https://learn.arm.com/learning-paths/servers-and-cloud-computing/clickhouse-gcp/) | December 08, 2025 | January 08, 2026 | 31 | ACM | servers-and-cloud-computing | Google Cloud |
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| [Install and validate Helm on Google Cloud C4A Arm-based VMs](https://learn.arm.com/learning-paths/servers-and-cloud-computing/helm-on-gcp/) | December 08, 2025 | January 08, 2026 | 31 | ACM | servers-and-cloud-computing | Google Cloud |
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| [Gemini CLI](https://learn.arm.com/install-guides/gemini/) | December 10, 2025 | January 08, 2026 | 29 | | install-guides | |
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| [Arm Linux Migration Tools](https://learn.arm.com/install-guides/linux-migration-tools/) | December 11, 2025 | January 08, 2026 | 28 | ACM | install-guides | |
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| [Automate x86-to-Arm application migration using Arm MCP Server](https://learn.arm.com/learning-paths/servers-and-cloud-computing/arm-mcp-server/) | December 18, 2025 | January 08, 2026 | 21 | ACM | servers-and-cloud-computing | |
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| [Codex CLI](https://learn.arm.com/install-guides/codex-cli/) | January 05, 2026 | January 08, 2026 | 3 | ACM | install-guides | |
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| [Generate audio with Stable Audio Open Small using ExecuTorch](https://learn.arm.com/learning-paths/mobile-graphics-and-gaming/run-stable-audio-with-executorch/) | January 05, 2026 | January 09, 2026 | 4 | | mobile-graphics-and-gaming | |
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| [Deploy RabbitMQ on Arm64 Cloud Platforms (Azure and GCP)](https://learn.arm.com/learning-paths/servers-and-cloud-computing/rabbitmq-gcp/) | December 29, 2025 | January 10, 2026 | 12 | ACM | servers-and-cloud-computing | Google Cloud, Microsoft Azure |
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| [Run ERNIE-4.5 Mixture of Experts model on Armv9 with llama.cpp](https://learn.arm.com/learning-paths/cross-platform/ernie_moe_v9/) | December 11, 2025 | January 10, 2026 | 30 | ACM | cross-platform | |
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| [Run Confidential Containers with encrypted images using Arm CCA and Trustee](https://learn.arm.com/learning-paths/servers-and-cloud-computing/cca-kata/) | December 12, 2025 | January 17, 2026 | 36 | CCA | servers-and-cloud-computing | |
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| [Optimize exponential functions with FEXPA](https://learn.arm.com/learning-paths/servers-and-cloud-computing/fexpa/) | December 16, 2025 | January 17, 2026 | 32 | ACM | servers-and-cloud-computing | Google Cloud, Microsoft Azure, AWS |
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| [Profile ONNX model performance with SME2 using KleidiAI and ONNX Runtime](https://learn.arm.com/learning-paths/mobile-graphics-and-gaming/performance_onnxruntime_kleidiai_sme2/) | January 06, 2026 | January 17, 2026 | 11 | | mobile-graphics-and-gaming | |
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| [Claude Code](https://learn.arm.com/install-guides/claude-code/) | January 14, 2026 | January 17, 2026 | 3 | ACM | install-guides | |
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| [Optimize application performance with CPU affinity](https://learn.arm.com/learning-paths/servers-and-cloud-computing/pinning-threads/) | January 14, 2026 | January 17, 2026 | 3 | | servers-and-cloud-computing | Google Cloud, Microsoft Azure, AWS, Oracle |
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| [Build Linux kernels for Arm cloud instances](https://learn.arm.com/learning-paths/servers-and-cloud-computing/kernel-build/) | January 23, 2026 | January 28, 2026 | 5 | ACM | servers-and-cloud-computing | Google Cloud, Microsoft Azure, AWS, Oracle |
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| [Deploy applications on Arm-based GKE using GitOps with Argo CD](https://learn.arm.com/learning-paths/servers-and-cloud-computing/argo-cd-gcp/) | January 26, 2026 | January 30, 2026 | 4 | ACM | servers-and-cloud-computing | Google Cloud |
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| [Deploy and validate Jenkins on Arm cloud servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/jenkins/) | January 05, 2026 | January 30, 2026 | 25 | ACM | servers-and-cloud-computing | Google Cloud, Microsoft Azure |
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| [Profile ExecuTorch models with SME2 on Arm](https://learn.arm.com/learning-paths/cross-platform/sme-executorch-profiling/) | January 22, 2026 | January 30, 2026 | 8 | | cross-platform | |
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| [Deploy Arm-based Cobalt 100 VMs using Azure Resource Manager templates](https://learn.arm.com/learning-paths/servers-and-cloud-computing/azure-arm-template/) | January 28, 2026 | February 07, 2026 | 10 | ACM | servers-and-cloud-computing | Microsoft Azure |
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| [Arm Total Performance](https://learn.arm.com/install-guides/atp) | February 03, 2026 | February 07, 2026 | 4 | ACM | install-guides | |
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| [Arm System Characterization Tool](https://learn.arm.com/install-guides/asct) | February 03, 2026 | February 07, 2026 | 4 | ACM | install-guides | |
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| [Build an offline voice chatbot with faster-whisper and vLLM on DGX Spark](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_spark_voicechatbot/) | February 04, 2026 | February 13, 2026 | 9 | | laptops-and-desktops | |
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| [Deploy Tinkerblox UltraEdge HPC-I for AI and mixed workloads on Arm](https://learn.arm.com/learning-paths/cross-platform/tinkerblox_ultraedge/) | December 11, 2025 | February 20, 2026 | 71 | ACM | cross-platform | |
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| [Build a CI/CD pipeline using GitLab-hosted Arm runners](https://learn.arm.com/learning-paths/cross-platform/gitlab-managed-runners/) | December 01, 2025 | February 23, 2026 | 84 | ACM | cross-platform | |
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| [Optimize performance using Link-Time Optimization with GCC](https://learn.arm.com/learning-paths/servers-and-cloud-computing/gcc-lto/) | January 05, 2026 | February 23, 2026 | 49 | ACM | servers-and-cloud-computing | |
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| [Benchmark Linux kernel performance on Arm servers with Fastpath](https://learn.arm.com/learning-paths/servers-and-cloud-computing/fastpath/) | January 22, 2026 | February 23, 2026 | 32 | ACM | servers-and-cloud-computing | AWS |
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| [Quantize neural upscaling models with ExecuTorch](https://learn.arm.com/learning-paths/mobile-graphics-and-gaming/quantize-neural-upscaling-models/) | February 10, 2026 | February 23, 2026 | 13 | | mobile-graphics-and-gaming | |
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| [Scan multi-architecture containers with Trivy on Azure Cobalt 100](https://learn.arm.com/learning-paths/servers-and-cloud-computing/trivy-on-gcpp/) | February 11, 2026 | February 23, 2026 | 12 | ACM | servers-and-cloud-computing | Microsoft Azure |
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| [Deploy OpenTelemetry on Google Cloud C4A Axion processors](https://learn.arm.com/learning-paths/servers-and-cloud-computing/opentelemetry/) | February 18, 2026 | February 23, 2026 | 5 | ACM | servers-and-cloud-computing | Google Cloud |
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| [Optimize C++ applications on Windows on Arm using Profile-Guided Optimization](https://learn.arm.com/learning-paths/laptops-and-desktops/win_profile_guided_optimisation/) | January 09, 2026 | February 28, 2026 | 50 | | laptops-and-desktops | |
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| [Fine-tune PyTorch models on DGX Spark](https://learn.arm.com/learning-paths/laptops-and-desktops/pytorch-finetuning-on-spark/) | February 11, 2026 | February 28, 2026 | 17 | | laptops-and-desktops | |
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| [Measure LLM inference performance with KleidiAI and SME2 on Android](https://learn.arm.com/learning-paths/mobile-graphics-and-gaming/performance_llama_cpp_sme2/) | February 11, 2026 | February 28, 2026 | 17 | | mobile-graphics-and-gaming | |
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| [Deploy a live sensor dashboard with TimescaleDB and Grafana on Google Cloud C4A](https://learn.arm.com/learning-paths/servers-and-cloud-computing/timescaledb-on-gcp/) | February 19, 2026 | February 28, 2026 | 9 | ACM | servers-and-cloud-computing | Google Cloud |
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| [Automate x86 to Arm Migration with Docker MCP Toolkit, VS Code and GitHub Copilot](https://learn.arm.com/learning-paths/servers-and-cloud-computing/docker-mcp-toolkit/) | February 20, 2026 | February 28, 2026 | 8 | ACM | servers-and-cloud-computing | |
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| [Enable reproducible math functions across vector extensions with Arm Performance Libraries](https://learn.arm.com/learning-paths/servers-and-cloud-computing/reproducible-libamath/) | February 26, 2026 | March 06, 2026 | 8 | ACM | servers-and-cloud-computing | |
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| [Deploy High-Performance Analytics with Apache Arrow and Arrow Flight on Google Cloud C4A Axion processors](https://learn.arm.com/learning-paths/servers-and-cloud-computing/apache_arrow_and_flight/) | February 26, 2026 | March 06, 2026 | 8 | ACM | servers-and-cloud-computing | Google Cloud |
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| [Understand KleidiAI SME2 matmul microkernels](https://learn.arm.com/learning-paths/mobile-graphics-and-gaming/kai_sme2_matmul_ukernel_explained/) | February 24, 2026 | March 06, 2026 | 10 | | mobile-graphics-and-gaming | |
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| [Migrate applications between Arm platforms using Kiro Arm SoC Migration Power](https://learn.arm.com/learning-paths/servers-and-cloud-computing/arm-soc-migration-learning-path/) | January 26, 2026 | March 06, 2026 | 39 | ACM | servers-and-cloud-computing | Google Cloud, Microsoft Azure, AWS, Oracle |
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| [Build, optimize, and deploy ML models with ONNX on Arm64 and mobile devices](https://learn.arm.com/learning-paths/mobile-graphics-and-gaming/onnx/) | January 13, 2026 | March 06, 2026 | 52 | | mobile-graphics-and-gaming | |
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| [Optimize AArch64 binaries with LLVM BOLT](https://learn.arm.com/learning-paths/servers-and-cloud-computing/bolt-demo/) | | March 16, 2026 | | ACM | servers-and-cloud-computing | |
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| [Use Linux on the NXP FRDM i.MX 93 board](https://learn.arm.com/learning-paths/embedded-and-microcontrollers/linux-nxp-board/) | January 14, 2026 | March 16, 2026 | 61 | | embedded-and-microcontrollers | |
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| [Automate MCP server testing using Pytest and Testcontainers](https://learn.arm.com/learning-paths/cross-platform/automate-mcp-with-testcontainers/) | March 05, 2026 | March 16, 2026 | 11 | | cross-platform | |
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| [Build a customer support chatbot on Android with Llama and ExecuTorch](https://learn.arm.com/learning-paths/mobile-graphics-and-gaming/customer-support-chatbot-with-llama-and-executorch-on-arm-based-mobile-devices/) | December 04, 2025 | March 20, 2026 | 106 | | mobile-graphics-and-gaming | |
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| [Deploy ExecuTorch firmware on NXP FRDM i.MX 93 for Ethos-U65 acceleration](https://learn.arm.com/learning-paths/embedded-and-microcontrollers/observing-ethos-u-on-nxp/) | January 30, 2026 | March 20, 2026 | 49 | | embedded-and-microcontrollers | |
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| [Build Robot Simulation and Reinforcement Learning Workflows with Isaac Sim and Isaac Lab on DGX Spark](https://learn.arm.com/learning-paths/laptops-and-desktops/dgx_spark_isaac_robotics/) | March 03, 2026 | March 20, 2026 | 17 | | laptops-and-desktops | |
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| [Run image classification on an Alif Ensemble E8 DevKit using ExecuTorch and Ethos-U85](https://learn.arm.com/learning-paths/embedded-and-microcontrollers/alif-image-classification/) | March 12, 2026 | March 20, 2026 | 8 | | embedded-and-microcontrollers | |
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| [Monitor Azure Cobalt 100 Arm64 virtual machines using Dynatrace OneAgent](https://learn.arm.com/learning-paths/servers-and-cloud-computing/dynatrace-azure/) | March 16, 2026 | March 20, 2026 | 4 | ACM | servers-and-cloud-computing | Microsoft Azure |
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| Statistic | Value |
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|-----------|-------|
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| Number of Learning Paths published | 47 |
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| Number of ACM Learning Paths published | 28 |
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| Average time to publish (days) | 23.5 |
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| Longest time to publish (days) | 106 |
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| Number in 'servers-and-cloud-computing' | 22 |
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| Number in 'install-guides' | 6 |
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| Number in 'mobile-graphics-and-gaming' | 7 |
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| Number in 'cross-platform' | 5 |
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| Number in 'laptops-and-desktops' | 4 |
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| Number in 'embedded-and-microcontrollers' | 3 |
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| Number with Google Cloud tag | 12 |
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| Number with Microsoft Azure tag | 9 |
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| Number with AWS tag | 5 |
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| Number with Oracle tag | 3 |
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## Planned Learning Paths
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| Title | Program | Created Date |
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|-------|-----|--------------|
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| [PostgreSQL on Cobalt](https://github.com/ArmDeveloperEcosystem/roadmap/issues/37) | ACM | March 17, 2026 |
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| [Redis on Cobalt](https://github.com/ArmDeveloperEcosystem/roadmap/issues/36) | ACM | March 17, 2026 |
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| [.NET use case on Cobalt 100](https://github.com/ArmDeveloperEcosystem/roadmap/issues/35) | ACM | February 09, 2026 |
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| [Gluten and Velox LP on Cobalt 100](https://github.com/ArmDeveloperEcosystem/roadmap/issues/34) | ACM | February 09, 2026 |
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| [Opensearch benchmarking](https://github.com/ArmDeveloperEcosystem/roadmap/issues/32) | ACM | January 29, 2026 |
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| [Introduction to benchmarking and optimizing on Arm (Compiling, Code tuning, SMT)](https://github.com/ArmDeveloperEcosystem/roadmap/issues/30) | ACM | December 08, 2025 |
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| [Elasticsearch benchmarking](https://github.com/ArmDeveloperEcosystem/roadmap/issues/28) | ACM | December 05, 2025 |
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| [PyTorch Conference: Model training gym for NSS](https://github.com/ArmDeveloperEcosystem/roadmap/issues/24) | | September 05, 2025 |
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| [OLTP benchmarking on Axion](https://github.com/ArmDeveloperEcosystem/roadmap/issues/20) | ACM | September 05, 2025 |
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| [Neural graphics Vulkan Samples LP](https://github.com/ArmDeveloperEcosystem/roadmap/issues/19) | | August 12, 2025 |
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| [Neural Graphics for Unreal LP](https://github.com/ArmDeveloperEcosystem/roadmap/issues/18) | | August 12, 2025 |
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| [stress-ng - System stress tester](https://github.com/ArmDeveloperEcosystem/roadmap/issues/15) | ACM | May 29, 2025 |
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| [OLAP workload benchmarking for Graviton5](https://github.com/ArmDeveloperEcosystem/roadmap/issues/11) | ACM | April 15, 2025 |
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Total planned Learning Paths: 13
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_Report generated on March 20, 2026 at 19:26:48 UTC_
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