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.

Skills you'll gain: Performance Tuning, Software Architecture, Application Design, Application Performance Management, Performance Testing, Enterprise Architecture, Solution Architecture, Continuous Monitoring, Maintainability, Incident Management, Scalability, System Monitoring, Debugging
Advanced · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Presentation, Data Literacy, Data Ethics, Data Storytelling, Visualization (Computer Graphics), Dashboard, Tableau Software, Data Manipulation, Data Import/Export
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Identity and Access Management, Prompt Engineering, Cloud Infrastructure, Google Cloud Platform, Application Deployment, Microservices, Virtual Machines, CI/CD, Google App Engine, Kubernetes, Generative AI, Cloud Computing, Infrastructure Architecture, Terraform, Infrastructure As A Service (IaaS), Restful API, Data Storage, Cloud Storage, Cloud Computing Architecture, Technical Design
Intermediate · Professional Certificate · 3 - 6 Months

Duke University
Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, R (Software), Statistical Inference, Probability Distribution, Bayesian Statistics, R Programming, Data Analysis, Probability, Statistics, Statistical Analysis, Descriptive Statistics
Beginner · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Physics, Data Storage Technologies, Emerging Technologies, Technical Communication, Physical Science, Computational Thinking, Image Analysis, Engineering, Scientific, and Technical Instruments, General Science and Research, Data Analysis Software
Beginner · Course · 1 - 3 Months

Skills you'll gain: API Design, Restful API, API Gateway, Application Programming Interface (API), Cloud API, Application Lifecycle Management, Enterprise Application Management, Proxy Servers, Software Documentation, Authentications, Authorization (Computing)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Image Analysis, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Data Processing, Data Transformation
Mixed · Course · 1 - 3 Months

Skills you'll gain: Application Lifecycle Management, CI/CD, Continuous Integration, Microsoft Power Platform, Continuous Delivery, Continuous Deployment, Software Development Life Cycle, Enterprise Application Management, Change Control, Application Deployment, Azure DevOps, Release Management, Microsoft Azure, Configuration Management, Multi-Tenant Cloud Environments, Command-Line Interface, Version Control, Data Import/Export, YAML, Data Science
Beginner · Course · 3 - 6 Months

Google Cloud
Skills you'll gain: Generative AI, AI Product Strategy, Web Analytics and SEO, Google Cloud Platform, LLM Application, Data Management, Information Management, Analytics, Information Architecture, Data Integration, Artificial Intelligence and Machine Learning (AI/ML), Unstructured Data, Application Programming Interface (API), System Configuration, Identity and Access Management, Authorization (Computing)
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Software Engineering, Distributed Computing, Extract, Transform, Load, Google Cloud Platform, Big Data, Cloud Computing, Serverless Computing, Cloud Technologies, Data Pipelines, Amazon S3, Command-Line Interface, Continuous Integration, Python Programming, Data Governance, NumPy, Rust (Programming Language)
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Distributed Computing, Performance Tuning, NumPy
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Regression Analysis, Statistical Methods, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Validation, Data Analysis, R Programming, Supervised Learning, Statistical Hypothesis Testing
Mixed · Course · 1 - 4 Weeks