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: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence, Model Optimization, Data Preprocessing, Regression Analysis, Software Installation, System Configuration
★ 4.5 (61) · Intermediate · Course · 1 - 3 Months
Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, IT Automation, Application Programming Interface (API), JSON, System Monitoring, Debugging
★ 4.8 (3K) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Business Analytics, Risk Analysis, Data-Driven Decision-Making, Business Analysis, Analytics, Analysis, Strategic Decision-Making, Data Analysis, Marketing Analytics, Decision Making, Business Modeling, Trend Analysis, Process Optimization, Risk Modeling, Simulation and Simulation Software, Market Analysis, Microsoft Excel, Unsupervised Learning, Model Optimization, Spreadsheet Software
★ 4.8 (14) · Beginner · Course · 1 - 4 Weeks

Unilever
Skills you'll gain: Data Storytelling, Marketing Automation, Web Analytics, Marketing Effectiveness, Marketing Analytics, Customer Insights, Campaign Planning, Digital Marketing, Social Media Campaigns, Campaign Management, Digital Marketing Tools, Web Analytics and SEO, Market Analysis, Digital Advertising, Social Media Marketing, Digital Media Strategy, Customer Analysis, Search Engine Marketing, Digital Analysis, Google Analytics
★ 4.7 (347) · Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, ChatGPT, Data Ethics, Responsible AI, Generative AI, Generative Model Architectures, Human Resources Management and Planning, HR Tech, Talent Recruitment, Human Resource Strategy, AI Product Strategy, AI Personalization, AI Integrations, People Analytics, AI literacy, AI Enablement, Ethical Standards And Conduct, Risking, Performance Analysis, Performance Metric
★ 5 (20) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization, Interactive Data Visualization, Data Presentation, Tableau Software, Data Visualization Software, Exploratory Data Analysis, Business Intelligence, Data Analysis
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Object Oriented Design, Software Design Patterns, Software Design, Maintainability, Docker (Software), Containerization, Software Architecture, .NET Framework, Solution Architecture, Object Oriented Programming (OOP), ASP.NET, Kubernetes, Programming Principles, Microservices, C# (Programming Language), Cloud Platforms, Unit Testing, Web Applications, LLM Application, General Data Protection Regulation (GDPR)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Fine-tuning, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Applied Machine Learning, Deep Learning, Unified Modeling Language, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Generative AI, Insurance, Decision Intelligence, Decision Support Systems, AI Product Strategy, Expense Management, Responsible AI, Data Ethics, AI Enablement, Insurance Policies, Underwriting, AI Personalization, Operational Efficiency, Claims Processing, AI Integrations, Financial Services, Personalized Service, Automation, Risk Management, Analytics
Intermediate · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Kubernetes, Containerization, Docker (Software), Cloud-Native Computing, DevOps, Microservices, Application Deployment, Cloud Computing, Virtual Machines, Cloud Technologies, Software Architecture, Vulnerability Assessments, Information Technology Architecture, Data Architecture, Security Software, Information Architecture, Software Development, Data Storage Technologies, Information Technology, Virtual Environment
Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Visio, Process Flow Diagrams, Business Workflow Analysis, Process Mapping, Process Modeling, Workflow Management, Process Analysis, Business Process Modeling, Process Design, Diagram Design, Data Flow Diagrams (DFDs), Business Process, Business Process Management, Peer Review, Verification And Validation, Process Improvement, Visual Design, Strategic Thinking, Operational Excellence, Compliance Auditing
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Transformation, Data Processing, Data Store, Keras (Neural Network Library), Machine Learning Methods, Data Modeling, Machine Learning, Python Programming, Statistical Methods
★ 4.4 (37) · Intermediate · Course · 1 - 3 Months