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.

Arizona State University
Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming
Beginner · Specialization · 3 - 6 Months
Starweaver
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, ChatGPT, AI Workflows, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Sheets, Data-Driven Decision-Making, Administrative Support, Data Maintenance, Data Store, Data Analysis, Business Operations, Resource Allocation, Spreadsheet Software, Automation, Management Reporting, Project Controls, Workflow Management, Office Administration, Operations, Data Validation
Intermediate · Guided Project · Less Than 2 Hours

Universidad de Palermo
Skills you'll gain: Online Advertising, E-Commerce, Digital Marketing, Business Strategy, Social Media Strategy, Google Ads, Digital Transformation, Email Marketing, Search Engine Optimization, Business Modeling, Branding
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Jupyter, Data Transformation, Logistic Regression, Machine Learning Methods, Health Informatics, Applied Machine Learning, Data Preprocessing, Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Predictive Analytics, Analytics, Classification Algorithms, Pandas (Python Package), Software Installation
Mixed · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Usability, Usability Testing, Problem Solving, Human Factors, User Experience Design, Human Centered Design, Critical Thinking and Problem Solving, Human Factors Engineering, Creativity, User Research, Decision Making, Human Computer Interaction, Human Learning, User Interface (UI), Data Collection, Human Machine Interfaces, Research Design, Computer Displays, Accident Prevention, Control Systems
Intermediate · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Front-End Web Development, Debugging, Programming Principles, Computational Thinking, GitHub, Pseudocode, Version Control, Git (Version Control System), Integrated Development Environments, Microsoft Copilot, Algorithms, Program Development, Computer Programming, Data Flow Diagrams (DFDs), C# (Programming Language)
Beginner · Course · 1 - 3 Months

Kennesaw State University
Skills you'll gain: Incident Response, Contingency Planning, Disaster Recovery, Computer Security Incident Management, Security Management, Crisis Management, Cybersecurity, Business Continuity, Cyber Attacks, Risk Analysis, Business Risk Management, Data Management
Beginner · Course · 1 - 3 Months

Universidades Anáhuac
Skills you'll gain: Interactive Data Visualization, Infographics, Data Storytelling, Data Presentation, Data Visualization Software, User Experience Design, Multimedia, Statistical Visualization, Data Analysis, Information Architecture, Design Elements And Principles
Beginner · Course · 1 - 3 Months

Skills you'll gain: AI Enablement, Responsible AI, Return On Investment, Data Strategy, Business Leadership, Generative AI, Business Strategy, Scalability, Compliance Management, Data-Driven Decision-Making, Artificial Intelligence, Marketing Automation, Human Resources, Solution Design, Information Technology Operations
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Cloud Infrastructure, Prompt Engineering, Google Cloud Platform, Identity and Access Management, Kubernetes, Case Studies, Virtual Machines, Microservices, Application Deployment, Cloud Computing, Infrastructure As A Service (IaaS), Generative AI, Infrastructure Architecture, Google App Engine, Data Storage, Cloud Services, Site Reliability Engineering, Cloud Management, Infrastructure as Code (IaC), Cloud Computing Architecture
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Forecasting, Data Preprocessing, Predictive Modeling, Model Evaluation, Data Manipulation, Anomaly Detection, Exploratory Data Analysis
Intermediate · Course · 1 - 4 Weeks