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.

University of Illinois at Urbana-Champaign
Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Credit offered
Graduate Certificate · 6 - 12 Months

Amazon Web Services
Skills you'll gain: Dashboard, Report Writing, Business Reporting, Management Reporting, Performance Reporting, Ad Hoc Reporting, Real Time Data, Call Center Experience, Administration, Workforce Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Role-Based Access Control (RBAC), Application Deployment, Content Management Systems, Development Environment, Package and Software Management, Application Programming Interface (API), Node.JS, Cloud-Based Integration, GitHub, System Configuration, User Interface (UI)
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Machine Learning
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Unit Testing, Google Gemini, Code Review, Software Development Tools, Maintainability, Software Testing, Application Development, Software Documentation, Debugging, Technical Documentation, Real Time Data
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Data Migration, Database Management, Databases, Relational Databases, Cloud Applications, Database Design, Dataflow, Terraform, Cloud API, Performance Tuning, Application Programming Interface (API), Transaction Processing, Disaster Recovery
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Analysis, Big Data, Applied Machine Learning, Statistical Inference, Google Cloud Platform, Machine Learning Methods, SQL
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, Testability, Software Visualization, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Illinois Institute of Technology
Skills you'll gain: Process Improvement, Pay Per Click Advertising, Digital Marketing, Responsible AI, Process Management, Global Marketing, Business Process, Culture Transformation, Financial Statement Analysis, Machine Learning Algorithms, Capital Budgeting, Digital Transformation, Market Dynamics, Paid media, Design Thinking, Leadership and Management, Game Theory, Product Lifecycle Management, Microsoft Excel, Business Strategy
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Responsible AI, Artificial Intelligence, Google Cloud Platform, Data Ethics, Open Source Technology, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 3 Months
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Credit offered
Graduate Certificate · 6 - 12 Months

Heriot-Watt University
Skills you'll gain: Artificial Intelligence, Graph Theory, Database Development, Data Structures, Database Architecture and Administration, NoSQL, Computational Logic, Object Oriented Programming (OOP), Java, Combinatorics, Theoretical Computer Science, Object Oriented Design, Big Data, Computer Programming, Natural Language Processing, Algorithms, Reinforcement Learning, Computational Thinking, Mathematical Theory & Analysis, Agentic systems
Earn a degree
Degree · 1 - 4 Years