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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


  • Status: Free Trial
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    U

    University of Toronto

    Plant Bioinformatic Methods

    Skills you'll gain: Bioinformatics, Network Analysis, Laboratory Reports, Molecular Biology, Research Reports, Molecular, Cellular, and Microbiology, Biology, R (Software), Correlation Analysis, Informatics, Data Visualization Software, Biotechnology, Scientific Visualization, Network Model, Data Analysis Software, Data Synthesis, Life Sciences, Data Analysis, Microbiology, Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    2.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    O

    O.P. Jindal Global University

    Predictive Analytics and Forecasting

    Skills you'll gain: Data Mining, Predictive Modeling, Predictive Analytics, Advanced Analytics, Business Analytics, Dimensionality Reduction, Forecasting, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Demand Planning, Classification Algorithms, Machine Learning Methods, Customer Insights, Logistic Regression, Market Analysis, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Correlation Analysis

    Build toward a degree

    Mixed · Course · 3 - 6 Months

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    Sage Publications

    Understanding Medicines Management for Nursing Students

    Skills you'll gain: Drug Interaction, Medication Administration, Medical Prescription, Medication Therapy Management, Contraindication, Pharmacotherapy, Pharmacology, Healthcare Ethics, Nursing Practices, Clinical Practices, Clinical Research, Patient Safety, Nursing, Pharmaceuticals, Nursing and Patient Care, Geriatrics, General Medicine, Health Care Administration, Family Medicine, Hospital Medicine

    Intermediate · Course · 1 - 3 Months

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    Sage Publications

    Talent Management

    Skills you'll gain: Talent Management, Talent Acquisition, Employee Engagement, Performance Appraisal, Talent Pipelining, Talent Recruitment, Performance Management, Human Resources Management and Planning, Employee Coaching, Compensation Management, Workforce Development, Recruitment Strategies, Drive Engagement, Management Training And Development, Performance Review, Workforce Planning, People Development, Human Resource Strategy, Organizational Strategy, Organizational Structure

    Beginner · Course · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Assessment for Learning

    Skills you'll gain: Data Mining, Education Software and Technology, Digital pedagogy, Program Evaluation, Learning Management Systems, Analytics, Data Ethics, AI Personalization, Data Access, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    330 reviews

    Beginner · Course · 1 - 4 Weeks

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    J

    John Wiley & Sons

    Technology-Specific Secure Coding: Languages and Frameworks

    Skills you'll gain: Secure Coding, Application Security, Mobile Security, Vulnerability Assessments, Vulnerability Management, Application Frameworks, Program Development, Risk Management Framework, Cyber Security Policies, Computer Security, Security Controls, C and C++, C# (Programming Language), Java Programming, C++ (Programming Language), PHP (Scripting Language), Python Programming, C (Programming Language), Memory Management

    Intermediate · Course · 1 - 4 Weeks

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    Sage Publications

    Music Management, Marketing and PR

    Skills you'll gain: Public Relations, Marketing and Public Relations, Media Relations, Marketing Management, Marketing, Music, Marketing Materials, Event Management, Marketing Planning, Branding, Event Marketing, Social Media Management, Brand Management, Promotional Strategies, Fiscal Management, Marketing Budgets, Business Marketing, Revenue Management, Financial Planning, Music History

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    John Wiley & Sons

    Secure Software Lifecycle: From Requirements to Maintenance

    Skills you'll gain: Application Security, DevSecOps, Secure Coding, Security Testing, Software Development Life Cycle, Threat Modeling, Continuous Monitoring, Security Requirements Analysis, Continuous Deployment, Security Controls, CI/CD, Program Development, Computer Security, System Monitoring, Security Awareness, Vulnerability Assessments, Product Lifecycle Management, Computer Programming

    Intermediate · Course · 1 - 3 Months

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    Sage Publications

    AI and Machine Learning Essentials

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Artificial Intelligence, Machine Learning Methods, Machine Learning, Computer Vision, Data Ethics, Automation, AI literacy, Applied Machine Learning, Natural Language Processing, Digital Transformation, Emerging Technologies, AI Integrations, Law, Regulation, and Compliance, Business Transformation

    Beginner · Course · 1 - 3 Months

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    Sage Publications

    Effective Communication for Nursing Associates

    Skills you'll gain: Patient Communication, Professionalism, Interpersonal Communications, Diversity Awareness, Leadership, Workplace inclusivity, Telehealth, Communication Strategies, Decision Making, Patient-centered Care, Communication, Verbal Communication Skills, Disabilities, Empathy, Nursing and Patient Care, Self-Awareness, Nursing Practices, Health Care, Nursing, Health Care Procedure and Regulation

    Intermediate · Course · 1 - 3 Months

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    Sage Publications

    Corporate Communication: Theory and Practice

    Skills you'll gain: Corporate Communications, Strategic Communication, Stakeholder Engagement, Communication Planning, Media Relations, Stakeholder Management, Stakeholder Analysis, Public Relations, Digital Media Strategy, Crisis Management, Brand Strategy, Stakeholder Communications, Brand Management, Organizational Change, Branding, Communication Strategies, Organizational Leadership, Internal Communications, Communication, Issue Tracking

    Beginner · Course · 3 - 6 Months

  • Status: New
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    John Wiley & Sons

    Security Architecture & Network Access Control

    Skills you'll gain: IT Security Architecture, Identity and Access Management, Authentications, Network Security, Endpoint Security, Security Controls, Cybersecurity, Information Systems Security, Infrastructure Security, Network Architecture, Computer Security, User Provisioning, Authorization (Computing), Cryptographic Protocols, Cryptography, Firewall, Role-Based Access Control (RBAC), Single Sign-On (SSO), Network Protocols, Communication Systems

    Intermediate · Course · 1 - 4 Weeks

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

  • Plant Bioinformatic Methods: University of Toronto
  • Predictive Analytics and Forecasting: O.P. Jindal Global University
  • Understanding Medicines Management for Nursing Students: Sage Publications
  • Talent Management: Sage Publications
  • Assessment for Learning: University of Illinois Urbana-Champaign
  • Technology-Specific Secure Coding: Languages and Frameworks: John Wiley & Sons
  • Music Management, Marketing and PR: Sage Publications
  • Secure Software Lifecycle: From Requirements to Maintenance: John Wiley & Sons
  • AI and Machine Learning Essentials: Sage Publications
  • Effective Communication for Nursing Associates: Sage Publications

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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