The Certification: CUDA Programming for High-Performance GPU Computing is designed for professionals seeking to master GPU programming using CUDA. Gain skills such as improved decision-making, increased productivity, and a future-proof career by learning advanced memory management, optimization, and performance profiling techniques. Enroll today to set yourself apart in high-performance computing and accelerate your professional growth.

This certification covers the following topics:

  • GPU Architecture and Terminology
  • CUDA Specific Memory Allocation and Data Transfer
  • Kernel Indexing
  • Matrix Multiplication: Naive and Optimized Kernels
  • CUDA Streams for Asynchronous Execution
  • cuBLAS LT for High-Performance Matrix Multiplication
  • Atomic Operations for Thread Safety
  • Kernel Fusion for Performance Optimization
  • Tensor Cores for Accelerated Matrix Multiplication
  • Profiling with NVIDIA Nsight Compute
  • PyTorch Integration with Torch CUDA Extensions