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: Matplotlib, Data Visualization Software, Data Visualization, Pandas (Python Package), Jupyter, Data Import/Export, Data Science, Data Analysis, Analytical Skills, Python Programming, Scripting
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Model Evaluation, Convolutional Neural Networks, Amazon Web Services, Computer Vision, Applied Machine Learning, Machine Learning, Python Programming, Data Science
Intermediate · Guided Project · Less Than 2 Hours

University of Virginia Darden School Foundation
Skills you'll gain: Digital Transformation, Business Transformation, Business Technologies, Emerging Technologies, Performance Improvement, Cloud Infrastructure, Business Process Reengineering, Technology Strategies, Case Studies, Cloud Computing, HR Tech, Cloud Platforms, FinTech, Cybersecurity, Data Integrity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Scrum (Software Development), Agile Project Management, Backlogs, Sprint Planning, Agile Methodology, User Story, Data-Driven Decision-Making, Project Estimation, Scaled Agile Framework, Agile Product Development, Sprint Retrospectives, Waterfall Methodology, Lean Methodologies, Project Performance, Kanban Principles, Product Management, Project Management, Prioritization, Estimation, Problem Solving
Beginner · Specialization · 1 - 3 Months

Infosec
Skills you'll gain: File Systems, Digital Forensics, Microsoft Windows, File Management, Operating Systems, Data Structures, Data Validation, Data Storage
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
Advanced · Course · 3 - 6 Months

Skills you'll gain: Large Language Modeling, Deep Learning, Data Preprocessing, Keras (Neural Network Library), Tensorflow, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Natural Language Processing
Advanced · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: UI/UX Research, User Research, Design Research, User Experience, User Centered Design, Ideation, Qualitative Research, User Interface (UI) Design, Surveys, User Story, Data Collection, Persona Development, Data Analysis, People Analytics
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Billing, Looker (Software), Expense Management, Cloud Management, Billing & Invoicing, Dashboard, Cost Management, Expense Reports, Google Sheets, Account Management, Resource Management, Identity and Access Management
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Content Performance Analysis, Drive Engagement, Content Strategy, Web Analytics, Social Media Content, Customer Engagement, Content Creation, Strategic Communication, Branding, Marketing Analytics, Media Strategy, Social Media Strategy, Social Media, Marketing Channel, Video Production, Digital Marketing
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Cloud Platform, Public Cloud, Command-Line Interface, Middleware, DevOps
Beginner · Project · Less Than 2 Hours

UiPath
Skills you'll gain: Email Automation, Web Scraping, Robotic Process Automation, Automation, Business Process Automation, Excel Macros, Data Import/Export, User Interface (UI), File I/O
Beginner · Course · 1 - 4 Weeks