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 TrialUniversity of Colorado Boulder
Skills you'll gain: Bash (Scripting Language), Scalability, Distributed Computing, Computer Systems, Big Data, Operating Systems, File Systems, Linux, Scripting, Command-Line Interface, Performance Tuning, Programming Principles
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Hardware Architecture, Bash (Scripting Language), Distributed Computing, Scalability, Computer Systems, File I/O, Big Data, Operating Systems, File Systems, Scripting, Command-Line Interface, C and C++, Performance Tuning, Computer Programming Tools, Linux, Load Balancing, Programming Principles, Communication Systems, Linear Algebra
Status: Free TrialJohns Hopkins University
Skills you'll gain: Artificial Neural Networks, Image Analysis, Event-Driven Programming, Scalability, Deep Learning, C and C++, Performance Tuning, Convolutional Neural Networks, Data-oriented programming, Linear Algebra, Distributed Computing, Computer Graphics, Mathematical Software, Numerical Analysis, Programming Principles, Computer Architecture, System Programming, Program Development, Data Access, Machine Learning
Status: Free TrialÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Data Structures, Distributed Computing, Algorithms, Functional Design, Scalability, Java Programming, Other Programming Languages, Performance Tuning
Status: NewStatus: Free TrialCoursera
Skills you'll gain: Model Deployment, Containerization, Application Deployment, MLOps (Machine Learning Operations), AI Orchestration, Docker (Software), Kubernetes, AI Workflows, Distributed Computing, Cloud Computing, Scalability, Cloud Infrastructure
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Service Level, Database Management, Acceptance Testing, Software Engineering, Web Applications, Performance Testing, Scalability, Microservices, Software Architecture, Data Architecture, Distributed Computing, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, User Acceptance Testing (UAT), Application Development, Prototyping, Predictive Modeling, Big Data
What brings you to Coursera today?
Status: Free TrialSkills you'll gain: Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Computing Architecture, Performance Tuning, Infrastructure Architecture, Artificial Intelligence, Hardware Architecture
Status: Free TrialJohns Hopkins University
Skills you'll gain: C and C++, Programming Principles, Computer Architecture, Data Access, Python Programming, Computer Programming Tools, Data Sharing, Computer Hardware, Development Environment, Debugging
Status: NewStatus: PreviewSkills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Simulations, Computer Hardware, Performance Tuning, Scalability, Data Storage
Status: NewStatus: Free TrialUniversity of London
Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, Theoretical Computer Science, Computer Science, Critical Thinking, Computational Thinking, Business Logic, Algorithms, Mathematical Modeling, Problem Solving, Strategic Communication
Status: NewStatus: Free TrialUniversity of Pittsburgh
Skills you'll gain: Web Services, Cloud Computing, Cloud Computing Architecture, Cloud Storage, Cloud Infrastructure, Cloud Applications, Google Cloud Platform, Flask (Web Framework), Distributed Computing, Containerization, Software Architecture, Docker (Software), Virtualization, Restful API, JSON, Microservices, Scalability, Extensible Markup Language (XML), API Design, Computer Architecture
Status: NewStatus: Free TrialUniversity of London
Skills you'll gain: Combinatorics, Probability & Statistics, Data Analysis, Advanced Mathematics, Linear Algebra, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Statistics, Analysis, Statistical Analysis, Probability, Algorithms, Algebra
What brings you to Coursera today?
In summary, here are 10 of our most popular high performance computing courses
- Introduction to High-Performance and Parallel Computing:Â University of Colorado Boulder
- High-Performance and Parallel Computing:Â University of Colorado Boulder
- GPU Programming:Â Johns Hopkins University
- Parallel programming: École Polytechnique Fédérale de Lausanne
- GPU Clusters & Containers:Â Coursera
- Software Architecture for Big Data:Â University of Colorado Boulder
- AI Infrastructure: Introduction to AI Hypercomputer:Â Google Cloud
- Introduction to Concurrent Programming with GPUs:Â Johns Hopkins University
- Computer Architecture Essentials on Arm:Â Arm
- Logic and Reasoning for Computing:Â University of London
