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
International Institute of Information Technology, Hyderabad
Skills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Systems Architecture, Computer Systems, Computer Hardware, Performance Tuning, Memory Management
Rice University
Skills you'll gain: Java Programming, Dataflow, Java, Distributed Computing, Programming Principles, Application Frameworks, Algorithms, Performance Tuning, Performance Testing, Functional Design, Graph Theory
Johns Hopkins University
Skills you'll gain: Data Warehousing, Apache Hadoop, Transaction Processing, Distributed Computing, Database Systems, Applied Machine Learning, Database Management Systems, Data Architecture, Database Architecture and Administration, Cloud Computing, Big Data, Data Processing, Data Access, Machine Learning, Scalability, Data Integrity, Classification Algorithms
Rice University
Skills you'll gain: Combinatorics, Probability, Programming Principles, Computational Thinking, Computer Programming, Object Oriented Programming (OOP), Software Testing, Applied Mathematics, Algorithms, Python Programming, Game Design, General Mathematics
Whizlabs
Skills you'll gain: Amazon Web Services, Serverless Computing, Amazon S3, Amazon Elastic Compute Cloud, API Gateway, AWS CloudFormation, Cloud Storage, Cloud Security, Data Storage Technologies, Data Storage, Cloud Deployment, AWS Identity and Access Management (IAM), Application Deployment, File Systems, Encryption
Politecnico di Milano
Skills you'll gain: Application Specific Integrated Circuits, Amazon Elastic Compute Cloud, Cloud Infrastructure, Cloud Development, Cloud Deployment, Microarchitecture, Amazon Web Services, Hardware Architecture, Cloud Applications, Performance Tuning, Computer Architecture, Development Environment, Software Development Tools, Systems Design, System Design and Implementation, Memory Management, Programming Principles
Google Cloud
Skills you'll gain: Apache Spark, Google Cloud Platform, Cloud Management, Cloud Computing, Distributed Computing, Package and Software Management
Politecnico di Milano
Skills you'll gain: Cloud Development, Amazon Elastic Compute Cloud, Cloud Applications, Cloud Infrastructure, Bioinformatics, Cloud Computing Architecture, Cloud Computing, Algorithms, Development Environment, Amazon Web Services, Cloud Platforms, Performance Tuning, Program Development, Computer Architecture, Hardware Architecture, Performance Testing, Computer Programming
Skills you'll gain: Microsoft Azure, Real Time Data, Serverless Computing, Cloud Applications, Virtual Machines, Cloud-Native Computing, Cloud Computing Architecture, Cloud Development, Event-Driven Programming, Cloud Solutions, Kubernetes, Solution Architecture, Cloud Deployment, Cloud Services, Containerization, Virtualization and Virtual Machines, Cloud API, Application Programming Interface (API), Application Deployment
Skills you'll gain: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java Programming, Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Memory Management, Benchmarking, Graph Theory, Program Implementation
Johns Hopkins University
Skills you'll gain: Apache Hadoop, File Systems, Big Data, File I/O, Data Infrastructure, Java, Data Storage Technologies, Java Programming, Data Persistence, Infrastructure Architecture, File Management, Data Processing, Distributed Computing, Data Storage, Development Environment, Scalability
Rice University
Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Program Development, Python Programming, Computer Science, Verification And Validation
In summary, here are 10 of our most popular High performance computing courses
- Fundamentals of Computer Organization: International Institute of Information Technology, Hyderabad
- Parallel Programming in Java: Rice University
- Reliability, Cloud Computing and Machine Learning: Johns Hopkins University
- Principles of Computing (Part 1): Rice University
- AWS: Compute and Storage: Whizlabs
- Developing FPGA-accelerated cloud applications with SDAccel: Theory: Politecnico di Milano
- Distributed Image Processing in Cloud Dataproc: Google Cloud
- Developing FPGA-accelerated cloud applications with SDAccel: Practice: Politecnico di Milano
- Azure Compute and Application Architecture Solutions: Whizlabs
- Choose Optimal Data Structures for ML: Coursera
