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 Colorado System
Skills you'll gain: Object Oriented Design, Unity Engine, Game Design, Software Design Patterns, Data Structures, C# (Programming Language), Video Game Development, Programming Principles, Graph Theory, Software Architecture, Algorithms, Debugging
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Frontend Performance, Restful API
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Clinical Documentation, Responsible AI, Revenue Cycle Management, No-Code Development, Electronic Medical Record, Medical Billing and Coding, Patient Education And Counseling, Health Information Management and Medical Records, Patient Education and Support, AI Security, Health Informatics, Generative AI Agents, AI Personalization, Business Process Automation, Automation, Patient Communication, Data Governance, Healthcare Industry Knowledge, Real Time Data, Smart Goals
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Digital Transformation, Data Governance, Cloud Storage, Real Time Data, Google Cloud Platform, Looker (Software), Data Storage, Data Migration, Business Intelligence Software, Data Management, Cloud Solutions, Big Data, Business Intelligence, Databases, Database Management, Analytics, Data-Driven Decision-Making
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Machine Learning, Predictive Modeling, Feature Engineering, Data Pipelines, Data Transformation, Data Science, Python Programming, Regression Analysis
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Git (Version Control System), Google Cloud Platform, Remote Access Systems, Data Processing, Cloud Storage, Infrastructure As A Service (IaaS), Data Pipelines, Data Sharing, Virtual Machines, Cloud Computing, Data Transformation, Security Software, Process Analysis
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Sustainable Development, Law, Regulation, and Compliance, Data Security, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Leadership, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design
Mixed · Course · 1 - 3 Months

Skills you'll gain: SAS (Software), Forecasting, Data Visualization Software, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Predictive Analytics, Geospatial Mapping, Data Analysis, Geographic Information Systems, Data Manipulation, Data Transformation, Statistical Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Generative AI, Data Wrangling, Project Planning, Responsible AI, Data Preprocessing, Data Governance, Exploratory Data Analysis, Applied Machine Learning, Large Language Modeling, AI Enablement, MLOps (Machine Learning Operations), Data Science, Prompt Engineering, Model Evaluation, Feature Engineering
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: MySQL, Google Cloud Platform, Data Migration, Database Management, SQL, Big Data, Extract, Transform, Load, Data Pipelines, Data Management, Cloud Deployment
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Digital Transformation, Google Cloud Platform, Big Data, Looker (Software), Cloud Computing, Machine Learning, Analytics, Data Management, Data Lakes, Data Storage, Unstructured Data, Data Quality, Business Intelligence, Data-Driven Decision-Making, Customer experience improvement, Artificial Intelligence
Beginner · Course · 1 - 3 Months