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.
Duke University
Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Applied Machine Learning, Generative Model Architectures, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Embeddings, Image Analysis, Machine Learning Methods, Scientific Visualization, Deep Learning
★ 4.6 (83) · Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Responsible AI, Organizational Leadership, Leadership, Decision Intelligence, Team Leadership, Leadership Development, Conflict Management, Strategic Decision-Making, Stakeholder Engagement, Team Management, AI literacy, People Development, Business Ethics, AI Integrations, Organizational Change, Stakeholder Management, Ethical Standards And Conduct, Stakeholder Communications, Change Management, Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Model Training, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Statistical Machine Learning, Data Preprocessing, Natural Language Processing, Predictive Modeling, Machine Learning, Unstructured Data, Data Analysis, Machine Learning Algorithms, Python Programming, Computer Science
★ 4.5 (17) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Database Design, IBM DB2, Relational Databases, Database Systems, Database Development, Databases, Database Management, PostgreSQL, Database Theory, MySQL, Data Store, Database Administration, Database Software, SQL, Database Management Systems, Database Architecture and Administration, Data Manipulation, Data Modeling, Data Import/Export, Data Integrity
★ 4.6 (786) · Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: TypeScript, Angular, UI Components, User Interface (UI), Application Frameworks, JavaScript Frameworks, Front-End Web Development, Software Architecture, Web Development Tools, Development Environment, Code Reusability, Data Validation, Command-Line Interface
Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: AI Orchestration, Agentic Workflows, Organizational Skills, Process Design, Artificial Intelligence, Agentic systems, Functional Design, Goal Setting, Verification And Validation, Reinforcement Learning, Knowledge Transfer, Software Architecture, Machine Learning Methods, Interviewing Skills, Software Design Patterns, Decision Making
★ 4.8 (13) · Beginner · Course · 1 - 4 Weeks

Madecraft
Skills you'll gain: Active Listening, Constructive Feedback, Team Performance Management, Performance Management, Leadership, Motivational Skills, Disciplinary Procedures, Leadership Development, Empathy, De-escalation Techniques, People Development, Performance Analysis, Employee Coaching, Emotional Intelligence, Communication Strategies, Performance Improvement, Performance Metric, Growth Mindedness, Conflict Management, Communication
Beginner · Course · 1 - 3 Months

Skills you'll gain: Teradata SQL, Data Import/Export, Data Migration, Query Languages, SQL, Identity and Access Management, Google Cloud Platform, Data Warehousing, Role-Based Access Control (RBAC), Data Modeling, Database Design, Data Sharing, Data Architecture, Data Integration, Database Systems, Database Architecture and Administration
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cyber Security Strategy, Cybersecurity, Incident Response, Computer Security Incident Management, Cyber Attacks, Cyber Security Policies, Incident Management, Cyber Threat Intelligence, Security Management, Intrusion Detection and Prevention, Security Strategy, Cyber Threat Hunting, Cyber Risk, Threat Management, Data Security, Security Controls, Encryption, Resilience, Risk Management, Security Software
Beginner · Course · 3 - 6 Months

Board Infinity
Skills you'll gain: Restful API, Spring Framework, Spring Boot, Hibernate (Java), API Design, Development Testing, Verification And Validation, Authentications, Application Programming Interface (API), Object-Relational Mapping, Maintainability, Secure Coding, Data Persistence, Application Frameworks, Authorization (Computing), Application Design, YAML, Role-Based Access Control (RBAC), Endpoint Security, Business Logic
Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Strategic Thinking, Critical Thinking and Problem Solving, Strategic Decision-Making, Planning, Business Planning, Strategic Leadership, Case Studies, Contingency Planning, Organizational Strategy, Complex Problem Solving, Proactivity, Data-Driven Decision-Making, Forecasting, Business Strategies, Data Literacy, Analysis, Trend Analysis, Critical Thinking, Risk Analysis, Decision Making
Beginner · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Surveys, Statistical Hypothesis Testing, Survey Creation, Focus Group, Quantitative Research, Qualitative Research, Data Visualization, Data Synthesis, Market Research, Data Presentation, Proposal Writing, Data Storytelling, Business Research, Statistical Analysis, Presentations, Discussion Facilitation, Marketing Analytics, Storytelling, Research Reports, Research Methodologies
★ 4.6 (1.5K) · Beginner · Specialization · 3 - 6 Months