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: Cloud Applications, Cloud-Native Computing, Cloud Development, Google App Engine, Serverless Computing, Google Cloud Platform, Microservices, Application Deployment, Application Development, Application Performance Management, Infrastructure as Code (IaC), Cloud API, API Gateway, Authentications, Platform As A Service (PaaS), Application Programming Interface (API), Kubernetes, Cloud Storage, Cloud Computing, Debugging
Intermediate · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: IntelliJ IDEA, Java Programming, Object Oriented Programming (OOP), Java, Integrated Development Environments, Computer Programming, Open Source Technology, Programming Principles, Distributed Computing, Scalability, Functional Design, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Scalability, Software Architecture, Microservices, Application Design, Software Design Patterns, Systems Design, Service Oriented Architecture, Maintainability, Engineering Software, Programming Principles
Intermediate · Course · 1 - 3 Months

Skills you'll gain: R Programming, R (Software), Data Visualization, Time Series Analysis and Forecasting, Interactive Data Visualization, Tidyverse (R Package), Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Processing, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Revenue Management, Forecasting, Business Strategy, Demand Planning, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Data Analysis, Statistical Methods, R Programming, Statistical Analysis, Plot (Graphics), Predictive Modeling, Ggplot2
Beginner · Guided Project · Less Than 2 Hours

Sungkyunkwan University
Skills you'll gain: Image Analysis, Computer Vision, Artificial Neural Networks, Natural Language Processing, Deep Learning, Network Architecture, Network Model, Machine Learning
Beginner · Course · 1 - 3 Months

Skills you'll gain: Manufacturing Processes, Automation, Internet Of Things, Manufacturing Standards, Quality Assurance, Manufacturing Operations, Production Process, Process Control, Engineering Practices, Materials science
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Unstructured Data, Big Data, Tensorflow, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Analytics, Data Lakes, Advanced Analytics, Jupyter, Cloud API, Artificial Intelligence, Data Pipelines, Cloud Services, Natural Language Processing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cloud-Based Integration, Cloud Applications, Application Design, Software Design, Data Integration, Systems Integration, Cloud Computing
Beginner · Project · Less Than 2 Hours

University of Glasgow
Skills you'll gain: Wireless Networks, Emerging Technologies, Digital Communications, Internet Of Things, Software-Defined Networking, Network Planning And Design, Distributed Computing, Artificial Intelligence and Machine Learning (AI/ML), Electrical Engineering, Electronics Engineering, Zero Trust Network Access, Information Technology, Machine Learning, Trustworthiness
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Unstructured Data, MLOps (Machine Learning Operations), Tensorflow, Data Pipelines, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Docker (Software), Network Troubleshooting, Containerization, CI/CD, Application Deployment, YAML, Scalability, Cloud Computing Architecture, Network Administration, Role-Based Access Control (RBAC), System Monitoring
Intermediate · Course · 1 - 3 Months