Scientific computing courses can help you learn numerical methods, data analysis, algorithm development, and simulation techniques. You can build skills in programming languages like Python and R, as well as mathematical modeling and statistical analysis. Many courses introduce tools such as MATLAB, NumPy, and SciPy, that support implementing algorithms and processing large datasets effectively.

Arizona State University
Skills you'll gain: Mechanical Engineering, Materials science, Structural Analysis, Thermal Management, Process Control
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Load Balancing, Scalability, Performance Tuning, Software Architecture, Microsoft Copilot, Application Design, Query Languages, Redis, Performance Testing, Application Performance Management, Database Management, SQL
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Virtual Machines, Kubernetes, Containerization, Cloud Storage, Cloud Computing, Data Storage, Cloud Applications, Application Deployment, Data Management, Infrastructure as Code (IaC), Application Security, Data Import/Export, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, Dashboard, PySpark, SQL, Apache Spark, Data Management, Data Transformation, Version Control
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Google Cloud Platform, Kubernetes, Debugging, Cloud Infrastructure, Cloud Computing, Cloud Engineering, System Configuration, Network Troubleshooting, Problem Management
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Big Data, Data Import/Export, Data Analysis, Analytics, Google Cloud Platform, Query Languages, Cloud Computing
Beginner · Project · Less Than 2 Hours

Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Image Analysis, Computer Vision, Artificial Neural Networks, Feature Engineering, Data Validation
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Apache Spark, Apache Hadoop, Google Cloud Platform, Data Processing, Command-Line Interface, Big Data, Cloud Computing
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Digital Transformation, Cloud Infrastructure, Cloud Computing, Business Transformation, Public Cloud, Technology Strategies, Platform As A Service (PaaS), Google Cloud Platform, Software As A Service, Infrastructure As A Service (IaaS), Capital Expenditure, Cloud Security, Operating Expense
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, GitHub, Cloud-Based Integration, Scalability
Advanced · Course · 1 - 4 Weeks

ISC2
Skills you'll gain: Business Continuity, Continuous Monitoring, Cloud Computing, Data Migration, Cloud Security, Security Requirements Analysis, Data Management, Disaster Recovery, Cloud Infrastructure, Cloud Services, Risk Management, Service Level Agreement, Governance, Vendor Management, Business Requirements, Employee Training
Intermediate · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Amazon Web Services, Public Cloud, Computing Platforms, Technical Documentation, Systems Architecture
Beginner · Course · 1 - 4 Weeks