Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.

Northwestern University
Skills you'll gain: Robotics, Machine Controls, Mechanics, Torque (Physics), Automation Engineering, Mathematical Modeling, Engineering Analysis, Engineering Calculations, Structural Analysis, Mechanical Design, Numerical Analysis, Applied Mathematics, Trigonometry, Control Systems, Linear Algebra, Visualization (Computer Graphics), Spatial Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: GitHub, API Testing, Test Script Development, Test Case, Eclipse (Software), Verification And Validation, Extensible Markup Language (XML)
Intermediate · Course · 3 - 6 Months

Google Cloud
Skills you'll gain: AI Security, Responsible AI, Security Strategy, Data Security, Security Management, Personally Identifiable Information, Information Systems Security, Enterprise Security, Threat Modeling, Security Controls, Risk Management Framework, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Email Security, Web Analytics and SEO, Apache, Public Key Infrastructure, User Accounts, Control Panels, Data Security, Encryption, Web Servers, PHP (Scripting Language), System Configuration, Performance Tuning, Server Administration
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Video Game Development, 3D Assets, Virtual Environment, Simulation and Simulation Software, Animations, 3D Modeling, Visualization (Computer Graphics), Simulations, Computer Graphics, Data Pipelines, Scripting, Debugging
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: User Accounts, Collaborative Software, Telecommuting, Data Sharing, Virtual Environment, Public Speaking, Communication, Business Communication
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Usability Testing, Usability, Figma (Design Software), User Experience Design, User Centered Design, UI/UX Research, User Research, Prototyping, Test Planning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Serverless Computing, Amazon Web Services, AWS CloudFormation, YAML, Cloud Development, Development Environment, Amazon CloudWatch, Restful API, API Gateway, Amazon S3, Amazon DynamoDB, Node.JS, Software Development, Software Development Tools, Application Deployment, Microsoft Visual Studio, Debugging
Intermediate · Course · 3 - 6 Months

Skills you'll gain: 3D Modeling, 3D Assets, Visualization (Computer Graphics), Computer Graphics, Linear Algebra, Animations, Programming Principles, Scripting, Simulations, User Interface (UI), Computational Logic, Data Structures
Mixed · Course · 1 - 3 Months

Skills you'll gain: Threat Management, Threat Detection, Infrastructure Security, Software-Defined Networking, Network Architecture, Network Planning And Design, Network Security, Cloud-Based Integration, Network Infrastructure, Internet Of Things, Multi-Cloud, Wide Area Networks, Technical Consulting, Scalability
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Skills you'll gain: Data Loss Prevention, Data Governance, Gmail, Google Workspace, Data Management, Data Security, Email Security, Personally Identifiable Information, Information Management, Document Management, Data Import/Export, File Management, Data Storage Technologies, Compliance Reporting, Regulatory Compliance
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: API Design, API Gateway, API Testing, Application Programming Interface (API), Software Documentation, Restful API, Test Automation, Software Testing, Software Design, Back-End Web Development, Software Versioning, Collaboration, Debugging
Intermediate · Course · 1 - 4 Weeks