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.

Akamai Technologies, Inc.
Skills you'll gain: SQL, Linux, Endpoint Security, Database Management, Incident Response, Relational Databases, Network Security, Database Systems, Vulnerability Scanning, Computer Security Incident Management, Security Management, Databases, Linux Administration, File Systems, Routing Protocols, OSI Models, Application Development, Remote Access Systems, Scripting, Scripting Languages
Beginner · Professional Certificate · 3 - 6 Months

American Psychological Association
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Probability Distribution, Statistical Reporting, Statistical Analysis, Quantitative Research, Statistical Software, Correlation Analysis, Sampling (Statistics), Statistical Inference, Statistics, Data Analysis, Analysis, Descriptive Statistics, Probability, Scientific Methods, Analytical Skills, Regression Analysis
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Microsoft PowerPoint, Presentations, Animations, Oral Expression, Multimedia, Public Speaking, Visual Design, Case Studies, Design Elements And Principles, Layout Design, Productivity Software, Microsoft Office, Data Visualization, Content Creation, File Management
Mixed · Course · 1 - 4 Weeks

Cleveland Clinic
Skills you'll gain: Machine Learning Methods, Machine Learning, Model Optimization, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Model Training, Health Care, Supervised Learning, Clinical Experience, Health Technology, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science
Beginner · Course · 1 - 4 Weeks

The Hong Kong University of Science and Technology
Skills you'll gain: Cooking, Food and Beverage, Nutrition and Diet, Meal Planning And Preparation, Sensory Systems Analysis, Biochemistry, Aesthetics, Color Theory, Thermal Management, Chemistry, Physiology, Psychology
Beginner · Course · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: Anthropic Claude, Prompt Engineering, Email Automation, Business Process Automation, Process Design, Workflow Management, Prompt Patterns, Prompt Engineering Tools, Agentic Workflows, AI Orchestration, Business Writing, Automation, Document Management, Generative AI Agents, Generative AI, Business, AI Security, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Anomaly Detection, Model Training, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Scientific Visualization, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Analysis, Data Preprocessing, Machine Learning, Development Environment
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Microsoft Azure, Cloud Development, Cloud Applications, Cloud Deployment, Containerization, Docker (Software), Cloud Management, Azure DevOps, Cloud Computing, Cloud Solutions, Cloud Infrastructure, Application Development, Application Deployment, Serverless Computing, Scalability, Microsoft Visual Studio, Software Development Tools, System Monitoring, Authentications
Intermediate · Course · 1 - 4 Weeks

University of Glasgow
Skills you'll gain: 3D Modeling, Biomedical Technology, Scientific Visualization, 3D Assets, Anatomy, Virtual Reality, Web Content Accessibility Guidelines, Medical Terminology, Data Visualization, Medical Imaging, Augmented and Virtual Reality (AR/VR), Software Visualization, Disabilities, Augmented Reality, Animations, Technical Communication, Computer Graphic Techniques, Visual Design, Virtual Environment, Simulations
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Financial Statement Analysis, Business Valuation, Mergers & Acquisitions, Financial Data, Financial Analysis, Financial Modeling, Balance Sheet, Depreciation, Finance, Investment Banking, Financial Statements, Revenue Forecasting, Corporate Finance, Forecasting, Analysis, Business, Estimation, Working Capital, Decision Making, Research
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Model Optimization, Cloud Security, Stakeholder Communications, Stakeholder Management, Stakeholder Engagement, Risking, Data Ethics, Data Governance, Data Security, Enterprise Architecture, Dashboard Creation, Executive Presence, Security Architecture Review, Professional Development, Data Management, Software Architecture, Application Deployment, Continuous Deployment, Incident Management, IT Automation
Intermediate · Professional Certificate · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: AI Personalization, Fraud detection, Big Data, Credit Risk, Risk Management, Risk Modeling, Artificial Intelligence and Machine Learning (AI/ML), Personalized Service, Digital Transformation, Data-Driven Marketing, Customer Insights, Machine Learning, Marketing Analytics, Machine Learning Methods, Customer Engagement, Risk Analysis, Driving engagement, Data-Driven Decision-Making, Applied Machine Learning, Financial Data
Mixed · Course · 1 - 4 Weeks