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: Serverless Computing, Application Deployment, Cloud Deployment, Cloud Applications, Cloud API, Google Cloud Platform, Cloud Storage, Cloud Services, File Management, Data Migration, Document Management
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Vulnerability Scanning, Distributed Denial-Of-Service (DDoS) Attacks, Microsoft Azure, Cloud Security, Virtual Private Networks (VPN), Network Security, Vulnerability Assessments, Continuous Monitoring, Event Monitoring, Data Security, Key Management, Kubernetes, Cloud Management, Security Controls, Hardening, Database Architecture and Administration, Remote Access Systems, User Accounts, Authorization (Computing), Enterprise Application Management
Advanced · Specialization · 1 - 3 Months

Skills you'll gain: Kubernetes, Containerization, YAML, Application Deployment, Scripting, Linux Commands, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistical Methods, Statistics, Predictive Analytics, Data Modeling, Probability & Statistics, Statistical Hypothesis Testing, Statistical Inference, Model Training, R (Software), Statistical Programming, Correlation Analysis
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Serverless Computing, Amazon Web Services, Rust (Programming Language), Cloud Deployment, Debugging, Application Deployment, Linux
Beginner · Guided Project · Less Than 2 Hours

Amazon Web Services
Skills you'll gain: Amazon Web Services, Cloud Storage, Serverless Computing, Scalability, File Management, File Systems, Enterprise Architecture
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Cloud Management, Data Sharing, Data Access, Cloud Computing, Cloud Security, Data Integration, Data Management, Data-Driven Decision-Making, Data Visualization
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Looker (Software), Spatial Data Analysis, Data Import/Export, Interactive Data Visualization, Query Languages, Data Integration, GIS Software, Geospatial Information and Technology, Big Data, Data Store
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Test Automation, Test Tools, Continuous Integration, CI/CD, AI Orchestration, AI Integrations, Software Quality Assurance, Maintainability, Quality Assurance, Automation, Verification And Validation, User Interface (UI), Natural Language Processing, Scalability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Processing, Systems Design, Data Pipelines, Data Infrastructure, Google Cloud Platform, Quality Assurance, Data Modeling, Data Compilation, Statistical Reporting, Interactive Data Visualization, MLOps (Machine Learning Operations), Model Deployment, Data Quality, Database Development, Applied Machine Learning, Data Maintenance, Cloud Security, Machine Learning
Advanced · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Data Preprocessing, Data Cleansing, Apache Spark, Extract, Transform, Load, Data Processing, Data Pipelines, Data Transformation, Amazon Web Services, Data Wrangling, Responsible AI, Data Quality, Data Integrity, Data Validation, Model Training, Personally Identifiable Information
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Cost Control, Cost Management, Cost Containment, Cloud Management, Cost Reduction, Cloud Storage, Budget Management, Capacity Management, Cloud Deployment, Query Languages, System Monitoring, Resource Utilization, Serverless Computing, Resource Management
Intermediate · Course · 1 - 4 Weeks