About this certification
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
