|
| 1 | +## Learning Path Report for January 2026 - March 2026 |
| 2 | + |
| 3 | + |
| 4 | +## Published Learning Paths |
| 5 | +| Title | Start Date | Publish Date | Time to Publish (days) | Program | Category | CSP | |
| 6 | +|-------|--------------|-------------|----------------------|-----|----------|-----| |
| 7 | +| [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 | |
| 8 | +| [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 | |
| 9 | +| [Gemini CLI](https://learn.arm.com/install-guides/gemini/) | December 10, 2025 | January 08, 2026 | 29 | | install-guides | | |
| 10 | +| [Arm Linux Migration Tools](https://learn.arm.com/install-guides/linux-migration-tools/) | December 11, 2025 | January 08, 2026 | 28 | ACM | install-guides | | |
| 11 | +| [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 | | |
| 12 | +| [Codex CLI](https://learn.arm.com/install-guides/codex-cli/) | January 05, 2026 | January 08, 2026 | 3 | ACM | install-guides | | |
| 13 | +| [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 | | |
| 14 | +| [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 | |
| 15 | +| [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 | | |
| 16 | +| [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 | | |
| 17 | +| [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 | |
| 18 | +| [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 | | |
| 19 | +| [Claude Code](https://learn.arm.com/install-guides/claude-code/) | January 14, 2026 | January 17, 2026 | 3 | ACM | install-guides | | |
| 20 | +| [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 | |
| 21 | +| [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 | |
| 22 | +| [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 | |
| 23 | +| [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 | |
| 24 | +| [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 | | |
| 25 | +| [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 | |
| 26 | +| [Arm Total Performance](https://learn.arm.com/install-guides/atp) | February 03, 2026 | February 07, 2026 | 4 | ACM | install-guides | | |
| 27 | +| [Arm System Characterization Tool](https://learn.arm.com/install-guides/asct) | February 03, 2026 | February 07, 2026 | 4 | ACM | install-guides | | |
| 28 | +| [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 | | |
| 29 | +| [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 | | |
| 30 | +| [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 | | |
| 31 | +| [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 | | |
| 32 | +| [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 | |
| 33 | +| [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 | | |
| 34 | +| [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 | |
| 35 | +| [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 | |
| 36 | +| [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 | | |
| 37 | +| [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 | | |
| 38 | +| [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 | | |
| 39 | +| [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 | |
| 40 | +| [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 | | |
| 41 | +| [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 | | |
| 42 | +| [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 | |
| 43 | +| [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 | | |
| 44 | +| [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 | |
| 45 | +| [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 | | |
| 46 | +| [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 | | |
| 47 | +| [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 | | |
| 48 | +| [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 | | |
| 49 | +| [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 | | |
| 50 | +| [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 | | |
| 51 | +| [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 | | |
| 52 | +| [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 | | |
| 53 | +| [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 | |
| 54 | + |
| 55 | +| Statistic | Value | |
| 56 | +|-----------|-------| |
| 57 | +| Number of Learning Paths published | 47 | |
| 58 | +| Number of ACM Learning Paths published | 28 | |
| 59 | +| Average time to publish (days) | 23.5 | |
| 60 | +| Longest time to publish (days) | 106 | |
| 61 | +| Number in 'servers-and-cloud-computing' | 22 | |
| 62 | +| Number in 'install-guides' | 6 | |
| 63 | +| Number in 'mobile-graphics-and-gaming' | 7 | |
| 64 | +| Number in 'cross-platform' | 5 | |
| 65 | +| Number in 'laptops-and-desktops' | 4 | |
| 66 | +| Number in 'embedded-and-microcontrollers' | 3 | |
| 67 | +| Number with Google Cloud tag | 12 | |
| 68 | +| Number with Microsoft Azure tag | 9 | |
| 69 | +| Number with AWS tag | 5 | |
| 70 | +| Number with Oracle tag | 3 | |
| 71 | + |
| 72 | +## Planned Learning Paths |
| 73 | +| Title | Program | Created Date | |
| 74 | +|-------|-----|--------------| |
| 75 | +| [PostgreSQL on Cobalt](https://github.com/ArmDeveloperEcosystem/roadmap/issues/37) | ACM | March 17, 2026 | |
| 76 | +| [Redis on Cobalt](https://github.com/ArmDeveloperEcosystem/roadmap/issues/36) | ACM | March 17, 2026 | |
| 77 | +| [.NET use case on Cobalt 100](https://github.com/ArmDeveloperEcosystem/roadmap/issues/35) | ACM | February 09, 2026 | |
| 78 | +| [Gluten and Velox LP on Cobalt 100](https://github.com/ArmDeveloperEcosystem/roadmap/issues/34) | ACM | February 09, 2026 | |
| 79 | +| [Opensearch benchmarking](https://github.com/ArmDeveloperEcosystem/roadmap/issues/32) | ACM | January 29, 2026 | |
| 80 | +| [Introduction to benchmarking and optimizing on Arm (Compiling, Code tuning, SMT)](https://github.com/ArmDeveloperEcosystem/roadmap/issues/30) | ACM | December 08, 2025 | |
| 81 | +| [Elasticsearch benchmarking](https://github.com/ArmDeveloperEcosystem/roadmap/issues/28) | ACM | December 05, 2025 | |
| 82 | +| [PyTorch Conference: Model training gym for NSS](https://github.com/ArmDeveloperEcosystem/roadmap/issues/24) | | September 05, 2025 | |
| 83 | +| [OLTP benchmarking on Axion](https://github.com/ArmDeveloperEcosystem/roadmap/issues/20) | ACM | September 05, 2025 | |
| 84 | +| [Neural graphics Vulkan Samples LP](https://github.com/ArmDeveloperEcosystem/roadmap/issues/19) | | August 12, 2025 | |
| 85 | +| [Neural Graphics for Unreal LP](https://github.com/ArmDeveloperEcosystem/roadmap/issues/18) | | August 12, 2025 | |
| 86 | +| [stress-ng - System stress tester](https://github.com/ArmDeveloperEcosystem/roadmap/issues/15) | ACM | May 29, 2025 | |
| 87 | +| [OLAP workload benchmarking for Graviton5](https://github.com/ArmDeveloperEcosystem/roadmap/issues/11) | ACM | April 15, 2025 | |
| 88 | + |
| 89 | +Total planned Learning Paths: 13 |
| 90 | + |
| 91 | + |
| 92 | +_Report generated on March 20, 2026 at 19:26:48 UTC_ |
| 93 | + |
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