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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

    Advanced Machine Learning, Neural Networks, and NLP

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Image Analysis, Statistical Machine Learning, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Text Mining, Decision Tree Learning, Advanced Analytics, Convolutional Neural Networks, Model Optimization, Data Science, Data Processing, Logistic Regression

    Advanced · Course · 1 - 4 Weeks

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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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    John Wiley & Sons

    OCP Java SE 21 Certification Preparation

    Skills you'll gain: Object Oriented Design, Java Programming, Java, Object Oriented Programming (OOP), Data Persistence, Software Design Patterns, Maintainability, Memory Management, Programming Principles, Code Reusability, Functional Design, Computer Programming, Oracle Databases, File Systems, Computational Logic, API Design, Data Structures, Software Design, File Management, Data Management

    Intermediate · Specialization · 3 - 6 Months

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    Starweaver

    AI-Driven HR Strategy, Operations, and Regulatory Compliance

    Skills you'll gain: Data Ethics, Human Resources Software, 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, 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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    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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    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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    John Wiley & Sons

    Java SE 21 Fundamentals: Syntax, Control Flow, and Core APIs

    Skills you'll gain: Java Programming, Java, Memory Management, Object Oriented Design, Programming Principles, Object Oriented Programming (OOP), Computer Programming, Computational Logic, API Design, Data Structures

    Intermediate · Course · 1 - 4 Weeks

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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, Risk Analysis, Strategic Leadership, Strategic Prioritization, Environmental Monitoring, Stakeholder Analysis, Public Policies, Leadership Development, Public Administration

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Strategy Implementation & Leadership in the Public Sector

    Skills you'll gain: Stakeholder Engagement, Strategic Leadership, Plan Execution, Drive Engagement, Organizational Strategy, Strategic Planning, Business Leadership, Stakeholder Management, Stakeholder Communications, Leadership and Management, Leadership, Program Implementation, Stakeholder Analysis, Business Strategy, Leadership Development, Strategic Decision-Making, Strategic Thinking, Public Administration, Learning Strategies, Organizational Change

    Advanced · Course · 1 - 3 Months

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    John Wiley & Sons

    Java SE 21 OOP and Functional Techniques

    Skills you'll gain: Object Oriented Design, Java, Java Programming, Object Oriented Programming (OOP), Software Design Patterns, Maintainability, Software Design, Code Reusability, Functional Design, Data Management, Data Modeling

    Intermediate · Course · 1 - 3 Months

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

  • Statistical Learning for Engineering Part 2: Northeastern University
  • Advanced Machine Learning, Neural Networks, and NLP: John Wiley & Sons
  • Mental Health and Wellbeing in the Workplace: John Wiley & Sons
  • OCP Java SE 21 Certification Preparation: John Wiley & Sons
  • AI-Driven HR Strategy, Operations, and Regulatory Compliance: Starweaver
  • Foundations of Strategic Planning for Public & Nonprofits: John Wiley & Sons
  • Machine Learning for Engineers: Algorithms and Applications: Northeastern University
  • Macroeconomic Financial Accounts Course 2: Sapienza University of Rome
  • Java SE 21 Fundamentals: Syntax, Control Flow, and Core APIs: John Wiley & Sons
  • 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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