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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


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    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Unsupervised Learning, Reinforcement Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning Methods, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Decision Tree Learning, Classification Algorithms, Autoencoders, Predictive Modeling, Model Optimization

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Generative AI: Tools, Techniques, and Applications

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, ChatGPT, AI powered creativity, AI literacy, AI Enablement, Microsoft Copilot, AI Integrations, Token Optimization, AI Workflows, Education Software and Technology, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Business Administration, Integration Testing

    Intermediate · Course · 3 - 6 Months

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    University of Toronto

    Plant Bioinformatics Capstone

    Skills you'll gain: Network Analysis, Laboratory Reports, Bioinformatics, Research Reports, Molecular, Cellular, and Microbiology, Biology, Analysis, Correlation Analysis, Biotechnology, Data Synthesis, Statistical Methods, Experimentation

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    Intermediate · Course · 1 - 3 Months

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    STARWEAVER

    AI-Driven HR Strategy, Operations, and Regulatory Compliance

    Skills you'll gain: Data Ethics, Workforce Planning, Human Resources, Human Resource Strategy, Employee Engagement, Human Resources Management and Planning, Labor Compliance, Regulatory Compliance, Compliance Reporting, People Analytics, Compliance Management, Human Resource Policies, Recruitment Strategies, ChatGPT, Workforce Development, Full Cycle Recruitment, Employee Retention, Recruitment, Governance, Ethical Standards And Conduct

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Foundations of Strategic Planning for Public & Nonprofits

    Skills you'll gain: Strategic Planning, Organizational Strategy, Case Studies, Business Planning, Stakeholder Engagement, Resource Allocation, Stakeholder Management, Resource Management, Strategic Leadership, Resource Planning, Stakeholder Analysis, Leadership and Management, Strategic Thinking, Systems Thinking, Mitigation, Non-Profit Accounting, Strategic Decision-Making, Organizational Change, Public Administration, Leadership Development

    Beginner · Course · 1 - 4 Weeks

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    Sage Publications

    Communication and Interpersonal Skills in Social Work

    Skills you'll gain: Interpersonal Communications, Group Therapy, Non-Verbal Communication, Communication, Social Work, Family Therapy, Community and Social Work, Patient Communication, De-escalation Techniques, Parent Communication, Empathy & Emotional Intelligence, Rapport Building, Family Support, Communication Disorders, Discussion Facilitation, Cultural Responsiveness, Working With Children, Conflict Management, Cultural Diversity, Ethical Standards And Conduct

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Mental Health and Wellbeing in the Workplace

    Skills you'll gain: Workplace inclusivity, Family and Medical Leave Act of 1993, Stress Management, Mental Health, Advocacy, Employee Assistance Programs, Disabilities, Personal Care, Occupational Health, Employee Relations, Labor Law, Mental Health Diseases and Disorders, Human Resource Policies, Preventative Care, Human Resources, Mental Health Therapies, Care Coordination, Health Care Administration

    Beginner · Course · 3 - 6 Months

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    Sapienza University of Rome

    Macroeconomic Financial Accounts Course 2

    Skills you'll gain: Financial Policy, Spreadsheet Software, Financial Systems, Microsoft Excel, Financial Data, Governmental Accounting, Corporate Finance, Financial Accounting, International Finance, Market Data, Corporate Accounting, Economics, Accounting, Fiscal Management, Policy Analysis, Research, and Development, Financial Management, Public Administration, Financial Analysis, Behavioral Economics, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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    Sage Publications

    Events Management

    Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Event Marketing, Event Management, Risk Management, Risk Management Framework, Events and Conferences, Project Coordination, Stakeholder Analysis, Project Management, Project Risk Management, Cultural Sensitivity, Intercultural Competence, Marketing Strategies, Hospitality, Event Planning, Strategic Marketing, Marketing Strategy and Techniques, Planning, Finance

    Intermediate · Course · 3 - 6 Months

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    John Wiley & Sons

    Strategic Issue Identification & Environmental Assessment

    Skills you'll gain: Strategic Planning, Competitive Analysis, Strategic Thinking, Strategic Decision-Making, Conflict Management, Discussion Facilitation, Organizational Strategy, Business Planning, Analysis, Strategic Leadership, Risk Analysis, Strategic Prioritization, Environmental Monitoring, Stakeholder Analysis, Public Policies, Leadership Development, Public Administration

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    CISSP Foundations: Security & Risk Management

    Skills you'll gain: Security Management, Security Strategy, Disaster Recovery, Cyber Governance, Cybersecurity, Data Governance, Information Systems Security, Risk Management Framework, Risk Management, Security Requirements Analysis, Data Security, Security Controls, Cyber Security Policies, Cyber Risk, Law, Regulation, and Compliance, Data Management, Data Ethics, Record Keeping, Network Security, Information Privacy

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Machine Learning for Engineers: Algorithms and Applications

    Skills you'll gain: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Model Optimization, Model Training, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Dimensionality Reduction, Complex Problem Solving

    Intermediate · Course · 1 - 4 Weeks

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

  • Statistical Learning for Engineering Part 2: Northeastern University
  • Generative AI: Tools, Techniques, and Applications: John Wiley & Sons
  • Plant Bioinformatics Capstone: University of Toronto
  • AI-Driven HR Strategy, Operations, and Regulatory Compliance: STARWEAVER
  • Foundations of Strategic Planning for Public & Nonprofits: John Wiley & Sons
  • Communication and Interpersonal Skills in Social Work: Sage Publications
  • Mental Health and Wellbeing in the Workplace: John Wiley & Sons
  • Macroeconomic Financial Accounts Course 2: Sapienza University of Rome
  • Events Management: Sage Publications
  • Strategic Issue Identification & Environmental Assessment: John Wiley & Sons

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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