High Performance Computing Course
4/5
This course equips you to excel in high performance computing, enabling quicker simulations, refined GPU/CPU operations, and confident cluster scaling. You will acquire skills in profiling, parallelisation, fine-tuning, and benchmarking to maximise efficiency, reduce expenses, and ensure robust, production-ready outcomes across diverse applications.

4.0 in rating
flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain hands-on expertise in designing, optimising, and managing high-speed, dependable computing workloads. Master profiling techniques, CPU/GPU enhancements, efficient data storage methods, and parallel processing using MPI, OpenMP, CUDA, plus distributed machine learning. Delve into cluster setups, job management, performance testing, and balancing factors like expenses, safety, flexibility, and upkeep.
Elevify advantages
Develop skills
- HPC workload profiling: swiftly identify CPU, memory, I/O, and GPU performance issues.
- Parallelisation expertise: implement MPI, OpenMP, and GPU acceleration for superior speed.
- Performance optimisation: refine code, data structures, and I/O for maximum throughput.
- Cluster engineering: select optimal CPU, GPU, storage, and networking for scalability.
- Benchmarking proficiency: create reliable tests to confirm and measure performance improvements.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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