SIMD Courses and Certifications

CppNow

Adventures in SIMD-Thinking

Explore SIMD capabilities in modern hardware, focusing on SSE, AVX, and AVX-512 instruction sets. Learn to leverage C++ for improved performance in real-world computing problems through vertical thinking.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Conference Talk

Rust

SIMD Instructions with Rust on Android - Optimizing Performance and Portability

Explore SIMD instructions in Rust on Android: implementation, challenges, and optimization techniques. Learn cross-platform strategies, instruction detection, and performance considerations.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

CppCon

Vectorizing Computational Fluid Dynamics Code in C++ Using std::simd

Discover how to optimize Computational Fluid Dynamics code through vectorization using std::simd, featuring practical implementations and a complementary library for transparent loading and storing operations.

• YouTube
• 1 hour
• Self-Paced
• Free Video

QuICS

Hardness of Scheme-Switching Between SIMD FHE Schemes - Session II

Explore the challenges of scheme-switching in SIMD FHE schemes, focusing on theoretical aspects and potential implications for post-quantum cryptography.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

JuliaHub

Parallel Computing for Enterprises in Julia - From SIMD to GPU Programming

Master parallel computing techniques in Julia, from SIMD and multi-threading to GPU programming, enhancing enterprise-level computational capabilities and performance optimization.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

NDC Conferences

Speedrun Into Massive Data - Using SIMD in C#

Unlock SIMD performance optimization in .NET using System.Numerics.Vectors, explore GPU computing with CUDA, and learn when to apply these techniques for maximum efficiency.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

CppNow

From SIMD Wrappers to SIMD Ranges - Part 2 of 2

Explore advanced SIMD ranges library design patterns, algorithm implementations, and performance optimization techniques for modern C++ development.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

CppNow

From SIMD Wrappers to SIMD Ranges - Part 1 of 2

Explore SIMD algorithms and ranges library design through practical examples like memcmp, reduce, min_element, and copy_if, sharing real-world experience from the eve library implementation.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Advanced Topics in C#

1090 ratings at Udemy

A discussion of the more complicated aspects of the C# language

• Udemy
• 5 hours 19 minutes
• Self-Paced
• Paid Course

Arm Education

Optimizing Generative AI on Arm Processors: from Edge to Cloud

Master performance engineering for generative AI on Arm processors across edge and cloud environments using optimization techniques like quantization, SIMD, and KleidiAI library.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Packt

GPU Programming with C++ and CUDA

Master GPU programming with C++ and CUDA, covering parallelism, optimization strategies, multi-GPU usage, and Python integration to build high-performance computing applications.

• Coursera
• 12 hours 19 minutes
• Self-Paced
• Paid Course

Arm Education

Optimizing Generative AI on Arm Processors

Discover how to optimize Generative AI models for Arm processors across mobile, edge, and cloud environments using SIMD, quantization, and KleidiAI library techniques.

• Coursera
• 10 hours 10 minutes
• Self-Paced
• Paid Course

GDC

Extreme SIMD - Optimized Collision Detection in Titanfall

Discover advanced SIMD techniques for optimizing collision detection, as demonstrated by Respawn Entertainment's success in doubling the speed of Titanfall's already efficient code.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

Mojo Programming Language – Full Course for Beginners

4 ratings

Comprehensive introduction to Mojo, covering syntax, features, and performance advantages. Ideal for Python developers interested in AI and high-performance computing.

• freeCodeCamp
• 2-3 hours
• Self-Paced
• Free Video

Java 21: New Features and Enhancements

523 ratings at Udemy

Harness the Power of Java 21's Latest Features for Advanced Efficiency and Performance

• Udemy
• 2 hours 3 minutes
• Self-Paced
• Paid Course