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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


  • C

    Coursera

    Automate and Evaluate ML Pipeline Tests

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Regression Testing, Unit Testing, Test Case, System Testing, Test Automation, Software Testing, Integration Testing, Test Planning, Verification And Validation, Anomaly Detection, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Google Cloud Generative AI Leader Training 2025

    Skills you'll gain: Prompt Engineering, Google Gemini, Generative AI, AI Security, Google Cloud Platform, Responsible AI, Large Language Modeling, Risk Mitigation, AI Product Strategy, Model Deployment, Governance

    Intermediate · Course · 1 - 3 Months

  • S

    SAS

    Regression Modeling Fundamentals

    Skills you'll gain: Logistic Regression, Predictive Modeling, SAS (Software), Statistical Modeling, Regression Analysis, Model Evaluation, Statistical Analysis, Data Analysis, Model Deployment, Data Preprocessing, Statistical Methods, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Navigating Generative AI Risks for Leaders

    Skills you'll gain: Responsible AI, Risking, Data Ethics, Regulation and Legal Compliance, Generative AI, Business Ethics, AI Security, Intellectual Property, Business Risk Management, Ethical Standards And Conduct, Personally Identifiable Information, Data Security

    4.9
    Rating, 4.9 out of 5 stars
    ·
    71 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Office Productivity Software

    Skills you'll gain: Email Security, Productivity Software, Microsoft Outlook, File Management, Collaborative Software, Presentations, Microsoft Teams, Google Docs, Calendar Management, Microsoft PowerPoint, Control Panels, Gmail, Slack (Software), Microsoft Office, Microsoft Word, Spreadsheet Software, Setting Appointments, Google Workspace, Google Sheets, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    581 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Production Deployment and Advanced Patterns

    Skills you'll gain: Model Deployment, Generative AI Agents, Prompt Engineering, LLM Application, Enterprise Architecture, Application Deployment, Role-Based Access Control (RBAC), User Interface (UI), API Design, Responsible AI, Data Persistence, Software Architecture, Flask (Web Framework), Application Security

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Microsoft Copilot: Power Platform & Security Best Practices

    Skills you'll gain: Microsoft Copilot, Microsoft Power Automate/Flow, Microsoft Power Platform, Microsoft 365, AI Enablement, Threat Detection, Compliance Management, AI Security, Workflow Management, Automation, Incident Response

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Empowering and Transforming Your Organization with GenAI

    Skills you'll gain: AI Enablement, Organizational Change, Generative AI Agents, Business Transformation, Stakeholder Communications, Organizational Development, Business Communication, Communication, Internal Communications, Employee Training, Workforce Development, Stakeholder Engagement, Employee Engagement, Change Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Getting Started with CyberGIS

    Skills you'll gain: Geospatial Information and Technology, Geographic Information Systems, Apache Hadoop, Spatial Data Analysis, Geospatial Mapping, Spatial Analysis, Big Data, Matplotlib, Data Processing, Computational Thinking, Distributed Computing, Data Manipulation, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Evaluate and Explain Retention Curves

    Skills you'll gain: Customer Retention, Customer Insights, Statistical Methods, Statistical Analysis, R Programming, Trend Analysis, Data Analysis, Statistics, Product Improvement, Performance Metric, Business Metrics, Analytics, Statistical Hypothesis Testing, Customer Engagement

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Fundamentos do Desenvolvimento de Aplicativos com o GC

    Skills you'll gain: Cloud Applications, Google Cloud Platform, Application Deployment, Generative AI, Application Development, Authentications, Cloud API, CI/CD, Identity and Access Management, Containerization, Performance Tuning, Application Performance Management, Authorization (Computing), Data Storage, Cloud Storage

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Deploy Applications with Docker: Build Real-World Projects

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Microservices, Cloud Deployment, Data Persistence, Software Architecture, Spring Boot, MySQL, WordPress

    Beginner · Course · 1 - 4 Weeks

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

  • Automate and Evaluate ML Pipeline Tests: Coursera
  • Google Cloud Generative AI Leader Training 2025: Packt
  • Regression Modeling Fundamentals: SAS
  • Navigating Generative AI Risks for Leaders: Coursera
  • Office Productivity Software: SkillUp
  • Production Deployment and Advanced Patterns: Coursera
  • Microsoft Copilot: Power Platform & Security Best Practices: Whizlabs
  • Empowering and Transforming Your Organization with GenAI: Coursera
  • Getting Started with CyberGIS: University of Illinois Urbana-Champaign
  • Evaluate and Explain Retention Curves: 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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