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.

Duke University
Skills you'll gain: Deep Learning, Unsupervised Learning, Classification And Regression Tree (CART), Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Decision Tree Learning, Computer Vision, Supervised Learning, Natural Language Processing, Random Forest Algorithm, Data Science, Predictive Analytics, Algorithms, Performance Metric
Intermediate · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Tensorflow, Generative Model Architectures, Data Pipelines, Keras (Neural Network Library), Deep Learning, Image Analysis, Computer Programming, Program Development, Data Validation, Applied Machine Learning, Bayesian Statistics, Supervised Learning, Natural Language Processing, Data Processing, Predictive Modeling, Computer Vision, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Unsupervised Learning
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Control Systems, Process Control, Machine Controls, Engineering, Scientific, and Technical Instruments, Automation Engineering, Manufacturing Processes, Embedded Software, Electrical and Computer Engineering, Embedded Systems, Electronics, Laboratory Equipment, Electronics Engineering, Test Equipment, Medical Imaging, Medical Devices, Performance Tuning, Electronic Components, Mechanical Design, Reliability, Product Testing
Build toward a degree
Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Shiny (R Package), Rmarkdown, Plotly, Interactive Data Visualization, Data Visualization, Data Presentation, Data Visualization Software, R Programming, Data Mapping, Data Science, Statistical Reporting, Web Applications, Package and Software Management
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Data Security, Cloud Computing, Cybersecurity, Infrastructure Security, Authentications, Authorization (Computing), Public Cloud, Network Security, Data Storage, Identity and Access Management, Data Centers, Encryption
Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Systems Thinking, Analysis, General Science and Research, Materials science, Simulations, Biology, Scientific Methods, Mathematical Modeling, Physics, Psychology, Applied Mathematics
Mixed · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Scalability, Distributed Computing, Event-Driven Programming, Microservices, Software Architecture, Software Design, Middleware, Cloud Computing, Data Structures
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Identity and Access Management, Kubernetes, Google Cloud Platform, Virtual Machines, Cloud Applications, Microsoft Azure, Load Balancing, Cloud-Native Computing, Cloud Computing Architecture, Azure Active Directory, Virtualization and Virtual Machines, Cloud Storage, Public Cloud, Multi-Cloud, Cloud Infrastructure, Platform As A Service (PaaS), Cloud Management, Virtual Private Networks (VPN), Data Lakes, Containerization
Intermediate · Specialization · 1 - 3 Months

Epic Games
Skills you'll gain: Unreal Engine, Game Design, Video Game Development, Animation and Game Design, Ideation, 3D Modeling, Visualization (Computer Graphics), Software Documentation, Software Design Documents, 3D Assets, User Experience Design, Computer Graphics, Usability, User Interface (UI), User Experience, User Interface (UI) Design, Interactive Design, Virtual Environment, Version Control, Prototyping
Beginner · Professional Certificate · 3 - 6 Months

Rice University
Skills you'll gain: Ancient History, Timelines, Social Justice, Anthropology, Scientific Methods, World History, Social Sciences, Liberal Arts, Sustainable Development, Peer Review, Environment, Case Studies, General Science and Research, Community Development, Climate Change Programs, Spatial Analysis, Research, Cultural Sensitivity, Science and Research, Data Analysis
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google App Engine, Google Cloud Platform, Identity and Access Management, Cloud Infrastructure, Kubernetes, Cloud Applications, Application Deployment, Cloud Services, Platform As A Service (PaaS), Containerization, Generative AI, Microservices, Infrastructure As A Service (IaaS), Cloud Computing, Public Cloud, Cloud Storage, Serverless Computing, CI/CD, Prompt Engineering, Cloud Computing Architecture
Intermediate · Specialization · 3 - 6 Months
Dartmouth College
Skills you'll gain: Environment, Environmental Issue, Environmental Science, Demography, Energy and Utilities, Sustainable Development, Biology, Hydrology, Water Quality, Nutrition and Diet, Oil and Gas, Electric Power Systems, Systems Thinking, Water Resource Management, Natural Resource Management, Sustainable Technologies, Physics, Climate Change Mitigation, Construction, Chemistry
Beginner · Specialization · 1 - 3 Months