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.

Dartmouth College
Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Statistical Machine Learning, Machine Learning, Embedded Systems, Embedded Software, Machine Learning Algorithms, Distributed Computing, Generative AI, Image Analysis, Software Design, Hardware Design, Computer Vision, Electrical and Computer Engineering, Engineering Analysis, Student Support and Services, Student Services, Text Mining, Digital Communications, Electrical Engineering
Earn a degree
Degree · 1 - 4 Years

University of Colorado Boulder
Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Goal Setting, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Agile Project Management, Self-Awareness, Capital Budgeting, Personal Development, Project Risk Management, Financial Modeling
Credit offered
Graduate Certificate · 6 - 12 Months

Georgetown University
Skills you'll gain: Data Storytelling, Vulnerability Assessments, Operations Management, Business Strategy, Competitive Intelligence, Design Thinking, Survey Creation, Cyber Threat Intelligence, Machine Learning Methods, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, International Relations, Policy Development, Political Sciences
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Skills you'll gain: Business Strategy, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Revenue Recognition, Variance Analysis, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Financial Market, Supply And Demand, Sustainable Business
Earn a degree
Degree · 1 - 4 Years

IIT Roorkee
Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Management Accounting, Statistical Process Controls, Product Management, Supply Chain Management, Marketing Management, Revenue Management, Sampling (Statistics), Production Schedule
Earn a degree
Degree · 1 - 4 Years

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

Coursera
Skills you'll gain: Event Marketing, Marketing Design, Canva (Software), Marketing Materials, A/B Testing, Promotional Materials, Event Management, Design Strategies, Logo Design, Email Marketing, Social Media Campaigns, Branding, Drive Engagement, Experience Design, Graphic and Visual Design, Typography, Color Theory
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, NoSQL, Cloud Applications, Database Administration, Relational Databases, Database Management, Database Architecture and Administration, Database Design, Query Languages, Serverless Computing, Data Migration, Transaction Processing
Intermediate · Course · 1 - 3 Months

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

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

University of California, Berkeley
Skills you'll gain: User Research, Stakeholder Analysis, Materials science, Exploratory Data Analysis, Design Research, Java Programming, Semiconductors, Matplotlib, Pandas (Python Package), Medical Devices, Finite Element Methods, Team Leadership, Energy and Utilities, Control Systems, Environmental Engineering, Radiation Protection, Structural Engineering, Vibrations, Linear Algebra, Engineering Analysis
Earn a degree
Degree · 1 - 4 Years

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