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.

Skills you'll gain: Mockups, Web Design, Wireframing, Visualization (Computer Graphics), Prototyping, Collaborative Software, Data Sharing, UI Components
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Dataflow, Data Validation, Google Cloud Platform, Data Import/Export, Data Infrastructure, Database Development, Big Data, Cloud Storage
Beginner · Project · Less Than 2 Hours

Northeastern University
Skills you'll gain: Competitive Analysis, AI Product Strategy, Machine Learning, Responsible AI, Business Strategy, Business Intelligence, Organizational Strategy, Business Analytics, Strategic Thinking, Market Analysis, Artificial Intelligence, Value Engineering, Business Analysis, Ethical Standards And Conduct, Analytics, Case Studies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Web Scraping, Robotic Process Automation, Transaction Processing, Debugging, Human Resources Software, Business Process Automation, Test Automation, Automation, Workflow Management, Data Entry, Data Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Application Deployment, React.js, Event-Driven Programming, User Interface (UI), Application Development, API Design, Web Development, JavaScript Frameworks, Cascading Style Sheets (CSS), Javascript, JSON, Debugging
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Design Research, UI/UX Strategy
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Facebook, Social Media Content, Brand Awareness, Advertising, Marketing Materials, Social Media Marketing, Social Media, Content Creation, Marketing Design, Branding, Graphic and Visual Design, Content Marketing, Customer Engagement, Digital Marketing
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Full-Stack Web Development, Responsive Web Design, Email Automation, Order Management, UI Components, Data Validation, Search Engine Optimization, Web Applications, JavaScript Frameworks, Back-End Web Development, Authentications, User Interface (UI), React.js, E-Commerce, PostgreSQL, Web Development Tools, Dashboard, TypeScript, Marketing Automation, Product Improvement
Intermediate · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Applied Machine Learning, Solution Design, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Decision Tree Learning, Deep Learning, Time Series Analysis and Forecasting
Beginner · Course · 1 - 3 Months

Skills you'll gain: Brainstorming, Process Flow Diagrams, Ideation, User Accounts, Personalized Service, Data Import/Export, Data Visualization, Productivity Software, Account Management, Collaborative Software, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Content Strategy, Content Creation, Blogs, Search Engine Optimization, Keyword Research, Content Marketing, Generative AI, Copywriting, Data Science
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Resource Allocation, Resource Planning, Scheduling, Project Schedules, Project Management Software, Project Management, Capacity Planning, Workforce Management, Administration, Expense Management, User Accounts
Intermediate · Course · 1 - 3 Months