spelling and tag updates

Author: jasonrandrews

.wordlist.txt

@@ -4080,4 +4080,42 @@ DB's
 FFT's
 IoT's
 NumPy's
-SendGrid's
+SendGrid's
+AEMv
+AEx
+BusyBox
+CTX
+FastMCP
+HW
+LLVM's
+LiveHDR
+PCI
+PSCI
+Pixmap
+PyPi
+Qixiang
+REGS
+RevC
+SMMU
+SMP
+Strided
+TTS
+Wix’s
+Xu
+aemfvp
+convolve
+deps
+dotenv
+fastmcp
+ipykernel
+jlowin
+libomp
+lockfile
+lockfiles
+mk
+multimodal
+ngrok’s
+precomputed
+pyproject
+toml
+virtualenv

content/learning-paths/embedded-and-microcontrollers/_index.md

@@ -11,14 +11,14 @@ maintopic: true
 operatingsystems_filter:
 - Android: 1
 - Baremetal: 29
-- Linux: 26
+- Linux: 27
 - macOS: 6
 - RTOS: 9
 - Windows: 4
 subjects_filter:
 - CI-CD: 5
 - Containers and Virtualization: 6
-- Embedded Linux: 3
+- Embedded Linux: 4
 - Libraries: 3
 - ML: 12
 - Performance and Architecture: 21
@@ -32,11 +32,12 @@ tools_software_languages_filter:
 - Arm Compiler for Embedded: 7
 - Arm Compiler for Linux: 1
 - Arm Compute Library: 1
-- Arm Development Studio: 7
+- Arm Development Studio: 8
 - Arm Fast Models: 4
 - Arm Virtual Hardware: 10
+- Assembly: 1
 - AVH: 1
-- C: 2
+- C: 3
 - C/C++: 1
 - ChatGPT: 1
 - Clang: 1
@@ -70,6 +71,7 @@ tools_software_languages_filter:
 - MPS3: 1
 - MXNet: 1
 - Neon: 1
+- NumPy: 1
 - Paddle: 1
 - Porcupine: 1
 - Python: 5
@@ -88,7 +90,6 @@ tools_software_languages_filter:
 - TrustZone: 2
 - TVMC: 1
 - vcpkg: 1
-- VS Code: 1
 - Yocto Linux: 1
 - Zephyr: 1
 weight: 5

content/learning-paths/laptops-and-desktops/_index.md

@@ -11,11 +11,11 @@ operatingsystems_filter:
 - ChromeOS: 1
 - Linux: 31
 - macOS: 7
-- Windows: 42
+- Windows: 43
 subjects_filter:
 - CI-CD: 5
 - Containers and Virtualization: 5
-- Migration to Arm: 27
+- Migration to Arm: 28
 - ML: 2
 - Performance and Architecture: 25
 subtitle: Create and migrate apps for power efficient performance
@@ -34,8 +34,8 @@ tools_software_languages_filter:
 - C/C++: 4
 - CCA: 1
 - Clang: 11
-- cmake: 1
 - CMake: 2
+- cmake: 1
 - Coding: 16
 - CSS: 1
 - Daytona: 1
@@ -59,9 +59,10 @@ tools_software_languages_filter:
 - Neon: 1
 - Neovim: 1
 - Node.js: 3
+- ONNX Runtime: 1
 - OpenCV: 1
 - perf: 4
-- Python: 4
+- Python: 5
 - Qt: 2
 - Remote.It: 1
 - RME: 1
@@ -71,7 +72,7 @@ tools_software_languages_filter:
 - SVE2: 1
 - Trusted Firmware: 1
 - Visual Studio: 14
-- Visual Studio Code: 9
+- Visual Studio Code: 10
 - VS Code: 3
 - Windows Forms: 1
 - Windows Performance Analyzer: 1

content/learning-paths/mobile-graphics-and-gaming/_index.md

@@ -9,15 +9,15 @@ key_ip:
 - Mali
 maintopic: true
 operatingsystems_filter:
-- Android: 28
-- Linux: 24
-- macOS: 10
+- Android: 29
+- Linux: 26
+- macOS: 12
 - Windows: 11
 subjects_filter:
 - Gaming: 6
 - Graphics: 6
 - ML: 10
-- Performance and Architecture: 27
+- Performance and Architecture: 29
 subtitle: Optimize Android apps and build faster games using cutting-edge Arm tech
 title: Mobile, Graphics, and Gaming
 tools_software_languages_filter:
@@ -34,7 +34,7 @@ tools_software_languages_filter:
 - Bazel: 1
 - C: 1
 - C#: 3
-- C++: 6
+- C++: 7
 - C/C++: 1
 - CCA: 1
 - Clang: 10
@@ -45,9 +45,9 @@ tools_software_languages_filter:
 - GCC: 10
 - GenAI: 2
 - GoogleTest: 1
-- Java: 5
+- Java: 6
 - KleidiAI: 1
-- Kotlin: 6
+- Kotlin: 7
 - LiteRT: 1
 - LLM: 1
 - llvm-mca: 1

content/learning-paths/servers-and-cloud-computing/_index.md

@@ -8,7 +8,7 @@ key_ip:
 maintopic: true
 operatingsystems_filter:
 - Android: 2
-- Linux: 138
+- Linux: 141
 - macOS: 10
 - Windows: 14
 pinned_modules:
@@ -22,7 +22,7 @@ subjects_filter:
 - Containers and Virtualization: 27
 - Databases: 15
 - Libraries: 8
-- ML: 25
+- ML: 28
 - Performance and Architecture: 51
 - Storage: 1
 - Web: 10
@@ -33,7 +33,7 @@ tools_software_languages_filter:
 - .NET SDK: 1
 - 5G: 1
 - ACL: 1
-- AI: 1
+- AI: 2
 - Android Studio: 1
 - Ansible: 2
 - Arm Compiler for Linux: 1
@@ -71,7 +71,7 @@ tools_software_languages_filter:
 - Coding: 17
 - conda: 1
 - Daytona: 1
-- Demo: 4
+- Demo: 3
 - Django: 1
 - Docker: 17
 - Envoy: 2
@@ -90,12 +90,14 @@ tools_software_languages_filter:
 - Glibc: 1
 - Go: 2
 - Google Axion: 3
+- Google Benchmark: 1
 - Google Cloud: 1
 - GoogleTest: 1
 - HammerDB: 1
 - Herd7: 1
 - InnoDB: 1
 - Intrinsics: 1
+- IoT: 1
 - Java: 3
 - JAX: 1
 - Kafka: 1
@@ -109,6 +111,7 @@ tools_software_languages_filter:
 - llvm-mca: 1
 - LSE: 1
 - MariaDB: 1
+- MCP: 1
 - Memcached: 2
 - MLPerf: 1
 - ModelScope: 1
@@ -121,16 +124,18 @@ tools_software_languages_filter:
 - Nginx: 3
 - Node.js: 3
 - Ollama: 1
+- ONNX Runtime: 1
+- OpenBLAS: 1
 - PAPI: 1
 - perf: 4
 - PostgreSQL: 4
-- Python: 26
-- PyTorch: 8
+- Python: 28
+- PyTorch: 9
 - RAG: 1
 - Redis: 3
 - Remote.It: 2
 - RME: 4
-- Runbook: 65
+- Runbook: 66
 - Rust: 2
 - snappy: 1
 - Snort3: 1
@@ -163,7 +168,7 @@ tools_software_languages_filter:
 weight: 1
 cloud_service_providers_filter:
 - AWS: 17
-- Google Cloud: 10
-- Microsoft Azure: 8
+- Google Cloud: 12
+- Microsoft Azure: 9
 - Oracle: 2
 ---

content/learning-paths/servers-and-cloud-computing/cpp-profile-guided-optimisation/how-to-1.md

@@ -23,4 +23,4 @@ While PGO offers substantial performance benefits, it has limitations. The profi
 
 Additionally, the process requires extra build steps, potentially increasing compile times for large codebases. Therefore, use PGO only on performance-critical sections that are heavily influenced by actual runtime behavior. PGO might not be ideal for early-stage development or applications with highly variable or unpredictable usage patterns.
 
-For further information, see the [GCC documentation](https://gcc.gnu.org/onlinedocs/gcc-13.3.0/gcc/Instrumentation-Options.html) for further details on enabling and using PGO.
+For further information, see the [GCC documentation](https://gcc.gnu.org/onlinedocs/gcc-13.3.0/gcc/Instrumentation-Options.html) on enabling and using PGO.

content/learning-paths/servers-and-cloud-computing/cpp-profile-guided-optimisation/how-to-2.md

@@ -30,7 +30,7 @@ BENCHMARK_MAIN();
 
 ### Filtering and Preventing Compiler Optimizations
 
-Google Benchmark provides tools to ensure accurate measurements  by preventing unintended compiler optimizations and allowing flexible benchmark selection.
+Google Benchmark provides tools to ensure accurate measurements by preventing unintended compiler optimizations and allowing flexible benchmark selection.
 
 1. **Preventing Optimizations**: Use `benchmark::DoNotOptimize(value);` to force the compiler to read and store a variable or expression, ensuring it is not optimized away.