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  • Data Mining

Data Mining Courses

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.

Popular Data Mining Courses and Certifications


  • U

    University of Michigan

    Questionnaire Design for Social Surveys

    Skills you'll gain: Survey Creation, Surveys, Interviewing Skills, Research Design, Data Collection, Qualitative Research, Research, Research Methodologies, Quantitative Research, Peer Review

    ★ 4.5 (466) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    Skillshare

    Beginner: Figma UI / UX Design Essentials

    Skills you'll gain: Layout Design, Interactive Design, UI/UX Strategy, User Experience, Persona (User Experience), User Flows, Graphic and Visual Design, Digital Design, Data Sharing, Design Reviews, Design Software, Color Matching, Version Control

    ★ 4.4 (44) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • D

    Duke University

    Decentralized Finance (DeFi) Opportunities and Risks

    Skills you'll gain: Blockchain, Payment Systems, Cyber Risk, FinTech, Operational Risk, Scalability, Regulatory Compliance, Risk Management, Financial Regulation, Legal Risk, Financial Regulations, Risk Analysis, Application Security, Vulnerability Assessments, Exploitation techniques, Financial Industry Regulatory Authorities, Regulatory Requirements, Asset Protection, Governance, Key Management

    ★ 4.9 (359) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Financial Analysis - Build a ChatGPT Pairs Trading Bot

    Skills you'll gain: Prompt Patterns, Prompt Engineering, ChatGPT, Financial Trading, Performance Measurement, Technical Analysis, Decision Intelligence, AI Enablement, Performance Analysis, Securities Trading, Financial Market, AI literacy, Correlation Analysis, Benchmarking, Market Data, Model Optimization, Generative AI, Return On Investment, Statistical Hypothesis Testing, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Improving Classroom Management with Class Dojo

    Skills you'll gain: Classroom Management, Education Software and Technology, Real Time Data, Data Management, Record Keeping

    ★ 4.6 (156) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • S

    Scrimba

    Learn React

    Skills you'll gain: React.js, UI Components, Front-End Web Development, Web Content Accessibility Guidelines, User Interface (UI), Code Reusability, JavaScript Frameworks, Web Development Tools, Web Frameworks, Cascading Style Sheets (CSS), Application Programming Interface (API), Data Mapping

    ★ 4.7 (230) · Intermediate · Course · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • L

    LearnQuest

    Fundamentals of Kubernetes Deployment

    Skills you'll gain: Kubernetes, Application Deployment, Containerization, Authorization (Computing), Authentications, Security Controls, Cloud Hosting, Software Installation, Data Persistence, Infrastructure Architecture, Scalability, Data Storage, System Configuration, Command-Line Interface

    ★ 4.3 (324) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    The Microsoft 365 Ecosystem

    Skills you'll gain: Microsoft 365, Microsoft Office, Collaborative Software, Cloud Services, Microsoft Power Automate/Flow, Microsoft Teams, Productivity Software, Microsoft Power Platform, Cloud-Based Integration, Endpoint Security, Cloud Computing, Cloud Storage, Security Software, Microsoft Windows, Data Security, Microsoft Outlook, Data Loss Prevention, Business Technologies, Microsoft Excel, Microsoft PowerPoint

    ★ 4.7 (149) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • A

    Advancing Women in Tech

    AI Automation with Claude

    Skills you'll gain: AI Workflows, Retrieval-Augmented Generation, Prompt Patterns, Multimodal Prompts, AI Personalization, AI literacy, Context Management

    ★ 4.7 (41) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Predictive Models for Financial Risk

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Machine Learning Methods, Data Preprocessing, Data Ethics, Model Evaluation, Process Driven Development, Model Training, Business Reporting, Responsible AI, Performance Reporting

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • B

    Board Infinity

    Designing Multi-Agent Systems: Collaboration and Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, CrewAI, LangGraph, Agentic Workflows, Generative AI Agents, LLM Application, Agentic systems, Context Management, Memory Management, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • É

    École Polytechnique Fédérale de Lausanne

    Introduction to Faecal Sludge Management

    Skills you'll gain: Sanitation, Environmental Engineering, Water Sustainability, Pump Stations, Sustainable Engineering, Process Engineering, Sustainable Technologies, Sustainable Systems, Engineering Design Process, Plant Operations and Management, Environment and Resource Management, Public Health, Data Collection, Research, Case Studies

    ★ 4.8 (682) · Intermediate · Course · 1 - 3 Months

    Category: Free
    Free
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In summary, here are 10 of our most popular data mining courses

  • Questionnaire Design for Social Surveys: University of Michigan
  • Beginner: Figma UI / UX Design Essentials: Skillshare
  • Decentralized Finance (DeFi) Opportunities and Risks: Duke University
  • Financial Analysis - Build a ChatGPT Pairs Trading Bot: Packt
  • Improving Classroom Management with Class Dojo: Coursera
  • Learn React: Scrimba
  • Fundamentals of Kubernetes Deployment: LearnQuest
  • The Microsoft 365 Ecosystem: Microsoft
  • AI Automation with Claude: Advancing Women in Tech
  • Predictive Models for Financial Risk: Coursera

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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