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 Maryland, College Park
Skills you'll gain: Business Transformation, Leadership, Organizational Development, Organizational Change, Innovation, Adaptability, Business Technologies, Digital Transformation, Organizational Strategy, Operational Efficiency, Change Management, Communication Strategies, AI Product Strategy, Data-Driven Decision-Making, Agile Methodology
Beginner · Course · 1 - 3 Months

Skills you'll gain: Business Planning, Process Flow Diagrams, Business Strategy, Strategic Thinking, Strategic Planning, Data Import/Export, User Accounts, Productivity Software, Collaborative Software, Goal Setting, Graphic Design, Market Analysis
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Virtual Machines, Virtualization, Containerization, Docker (Software), Cloud Infrastructure, Data Storage, Infrastructure as Code (IaC)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Serverless Computing, Amazon Web Services, AWS CloudFormation, YAML, Cloud Development, Development Environment, Amazon CloudWatch, Email Automation, Restful API, API Gateway, Amazon S3, Amazon DynamoDB, Node.JS, Computer Vision, Software Development, Software Development Tools, Application Deployment, Secure Coding, Microsoft Visual Studio, Debugging
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Virtual Machines, VMware ESX Servers, Virtualization, Capacity Management, Patch Management, Configuration Management, System Monitoring, Data Storage Technologies, Data Migration, Disaster Recovery
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Transformation, Analytics, Data Manipulation, Data Analysis, Big Data, Google Cloud Platform, Data Processing, Dashboard, Data Visualization Software, Business Intelligence, Exploratory Data Analysis, Cloud Storage, Data Storage, Data Warehousing, SQL
Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Governance, AI Product Strategy, Ethical Standards And Conduct, Stakeholder Engagement, Case Studies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apple software proficiency, Microsoft Intune (Mobile Device Management Software), Supervision
Intermediate · Course · 1 - 3 Months

Pearson
Skills you'll gain: Cloud Computing Architecture, Cloud Computing, Scalability, Cloud Infrastructure, Cloud Platforms, Cloud Services, Solution Architecture, Infrastructure As A Service (IaaS), Public Cloud, Software Architecture, Enterprise Architecture, Platform As A Service (PaaS), Disaster Recovery, Site Reliability Engineering, Requirements Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Modeling, Business Valuation, Revenue Forecasting, Working Capital, Cash Flows, Financial Analysis, Financial Data, Financial Forecasting, Financial Statements, Balance Sheet, Capital Expenditure, Corporate Finance, Income Statement
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, Cloud Security, Containerization, Infrastructure Security, Microservices, Security Controls, Network Security, Encryption
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Information Privacy, Generative AI, Google Cloud Platform, Personally Identifiable Information, Cloud Security, Data Security, Artificial Intelligence, Safety and Security, Encryption
Intermediate · Course · 1 - 3 Months