High Performance Computing for Precision Medicine

Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2024041266
S$1,620
Original: S$5,400
Save S$3,780

About This Course

Learners should be able to
1) Evaluate and explain the runtime complexity of algorithms used in analysing data for precision medicine
2) Describe the architecture of high-performance systems and relate it to the latencies in processing data
3) Evaluate data processing workflows and identify bottlenecks using profiling methods
4) Explain the different models of parallel computing
5)Evaluate and identify suitable applications that utilize parallel computing for accelerating workflows
6) Parallelize a high-throughput workflow and optimize the bottlenecks where necessary
7) Containerize applications and binaries for reproducible computing in a shared high-performance system environment

What You'll Learn

This course aims to provide the foundational knowledge and skills for big data processing by leveraging on high performance computing resources.

Entry Requirements

Applicants must have a Bachelor’s degree and may be required to show relevant work experience. Applicants with other qualifications and experience may be considered on a case by case basis, subject to approval by the school. Familiarity with Linux environment

Course Details

Duration 41 hours
Language English
Training Commitment Not specified
Total Enrolled New course
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