High Performance Computing Courses
High Performance Computing courses can help you learn parallel processing, algorithm optimization, and data management techniques. You can build skills in performance tuning, workload balancing, and utilizing distributed systems effectively. Many courses introduce tools such as MPI, OpenMP, and CUDA, that support implementing high-performance applications and conducting simulations in fields like scientific computing and big data analysis.
Popular High Performance Computing Courses and Certifications
Status: Free TrialJohns Hopkins University
Skills you'll gain: Performance Tuning, Data-oriented programming, System Programming, C and C++, Computer Architecture, Algorithms, Development Environment, Debugging
Status: NewStatus: Free TrialSkills you'll gain: Scalability, Node.JS, Distributed Computing, Load Balancing, Performance Tuning, Systems Architecture, Redis, Application Performance Management, Microservices, OS Process Management
Status: PreviewUniversity of Michigan
Skills you'll gain: Computational Thinking, Programming Principles, Problem Solving, Computer Science, Disaster Recovery, Algorithms, Computer Programming, Public Health
Status: Free TrialÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Apache Spark, Scala Programming, Distributed Computing, Big Data, Data Manipulation, Data Processing, Performance Tuning, Data Transformation, SQL
Status: NewSkills you'll gain: Cloud Deployment, Model Deployment, Google Cloud Platform, Infrastructure Architecture, Artificial Intelligence, Hardware Architecture, Performance Tuning, Cloud Computing, Computer Hardware
Status: Free TrialUniversity of Illinois Urbana-Champaign
Skills you'll gain: Distributed Computing, File Systems, Cloud Computing, Operating Systems, Transaction Processing, Network Security, Data Centers, Authorization (Computing), Apache Hadoop, Data Store, Authentications, Cryptography, NoSQL, Algorithms
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Computer Architecture, Computer Systems, Computational Logic, Hardware Design, Computer Hardware, Programming Principles, Digital Signal Processing, Debugging
Status: NewGoogle Cloud
Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Computing, Tensorflow, Artificial Intelligence, Performance Tuning, Hardware Architecture
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Debugging, Computer Programming Tools, Algorithms, Programming Principles, Computational Thinking, Digital pedagogy, Program Development, Technical Communication, Computer Programming, Education Software and Technology, Event-Driven Programming, Code Review, Diversity Equity and Inclusion Initiatives, Computer Science, Software Documentation, Brainstorming, Data Structures, Student Engagement, Visualization (Computer Graphics), Game Design
Status: PreviewCoursera
Skills you'll gain: Distributed Computing, Scalability, Performance Tuning, C++ (Programming Language), System Programming, Computer Architecture, Cross Platform Development, Hardware Architecture, Application Development, Algorithms, C (Programming Language), Development Environment
Status: NewStatus: FreeAmazon Web Services
Skills you'll gain: Amazon Bedrock, Prompt Engineering, LLM Application, Application Development, Artificial Intelligence, AI Orchestration, AI Enablement, AI Workflows, Network Routing
Status: PreviewBirla Institute of Technology & Science, Pilani
Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Systems, System Programming, File Systems, Data Pipelines, Hazard Analysis, Cloud Platforms
In summary, here are 10 of our most popular high performance computing courses
- Introduction to Parallel Programming with CUDA: Johns Hopkins University
- Scaling High-Performance Node.js Applications: Packt
- Problem Solving Using Computational Thinking: University of Michigan
- Big Data Analysis with Scala and Spark: École Polytechnique Fédérale de Lausanne
- AI Infrastructure : introduction à AI Hypercomputer: Google Cloud
- Cloud Computing Concepts: Part 2: University of Illinois Urbana-Champaign
- Introduction to Computing Systems: Birla Institute of Technology & Science, Pilani
- KI-Infrastruktur: Einführung in AI Hypercomputer: Google Cloud
- Computational Thinking & Block Programming in K-12 Education: University of California San Diego
- OpenCL Programming: Coursera
