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: Gmail, Authorization (Computing), Google Workspace, Email Security, Data Governance, Cloud Security, Identity and Access Management, Document Management, Data Management, File Management, Enterprise Application Management, User Provisioning, Data Security, Security Assertion Markup Language (SAML), Single Sign-On (SSO), Email Marketing
Intermediate · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Engineering Analysis, Engineering Calculations, Numerical Analysis, Finite Element Methods, Chemical Engineering, Simulation and Simulation Software, Differential Equations, Applied Mathematics, NumPy, Mathematical Modeling, Scientific Visualization, Python Programming, Plot (Graphics), Linear Algebra, Algorithms
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Deep Learning, Data Preprocessing, Data Manipulation, Applied Machine Learning, Model Deployment, Artificial Neural Networks, Embeddings, Matplotlib
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Automation, Stakeholder Analysis, Socioeconomics, Environmental Science, Electrical Systems, Economics, Policy, and Social Studies, Emerging Technologies, Technology Roadmaps, Sustainable Technologies, Policy Analysis, Transportation Operations, Social Sciences, Electric Power Systems, Environment, Energy and Utilities, Sustainable Development, Information Privacy, Safety Assurance
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Lakes, Data Access, Query Languages, Google Cloud Platform, Big Data, Identity and Access Management, Cloud Storage, Data Integration, Data Management, Database Development
Beginner · Project · Less Than 2 Hours

Skills you'll gain: OpenAI API, Prompt Engineering, Responsible AI, LLM Application, Image Analysis, Text Mining, Application Programming Interface (API), Generative AI, Artificial Intelligence, Natural Language Processing, Computer Vision, Development Environment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Instagram, Facebook, LinkedIn, Content Creation, Social Media Content, Social Media, Graphic Design, Social Media Marketing, Marketing Design, Digital Marketing
Beginner · Guided Project · Less Than 2 Hours
Skills you'll gain: Google Sheets, Graphing, Data Presentation, Spreadsheet Software, Scatter Plots, Pivot Tables And Charts
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: MongoDB, Back-End Web Development, NoSQL, Data Transformation, Data Maintenance, Database Design, Databases, Data Cleansing, Data Manipulation, JSON, Development Environment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Istio, Microservices, Kubernetes, Cloud-Native Computing, Google Cloud Platform, Software Architecture, Application Deployment
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Model Deployment, Google Cloud Platform, Tensorflow, Cloud Deployment, Data Pipelines, MLOps (Machine Learning Operations), Kubernetes, Machine Learning
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Docker (Software), Command-Line Interface, Data Storage, Data Management, DevOps, Development Environment, Application Deployment, General Networking
Beginner · Course · 1 - 3 Months