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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 Michigan

    PostgreSQL for Everybody

    Skills you'll gain: Stored Procedure, NoSQL, Database Design, Database Architecture and Administration, SQL, Database Systems, Relational Databases, Cloud Applications, Database Theory, PostgreSQL, Database Management Systems, Data Store, Databases, Database Development, Data Modeling, JSON, Database Management, Text Mining, Query Languages, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Intermediate · Specialization · 3 - 6 Months

  • 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

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Database Design and Operational Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Decision Support Systems, Data Warehousing, Data Mining, Database Design, Business Intelligence, Dashboard Creation, Dashboard, Star Schema, Relational Databases, Database Management, Data Visualization Software, Snowflake Schema, Data Presentation, Data Visualization, Business Reporting, SAS (Software), Data Modeling, Interactive Data Visualization, SQL

    4.5
    Rating, 4.5 out of 5 stars
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    242 reviews

    Beginner · Specialization · 1 - 3 Months

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    Sage Publications

    Values-Based Leadership in Healthcare

    Skills you'll gain: Clinical Leadership, Leadership Studies, Organizational Leadership, Personal Attributes, Emotional Intelligence, Culture Transformation, Self-Awareness, Leadership and Management, Leadership Development, Organizational Development, Leadership, Organizational Change, Personal Integrity, Influencing, Health Administration, Health Systems, Healthcare Ethics, Health Care, Culture, Decision Making

    Intermediate · Course · 1 - 3 Months

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    J

    John Wiley & Sons

    Foundations of Secure Coding and Core Practices

    Skills you'll gain: Threat Modeling, Secure Coding, Application Security, Open Web Application Security Project (OWASP), Cybersecurity, DevSecOps, Cryptographic Protocols, Security Controls, Computer Security, Cryptography, Data Access, Database Application, Encryption, Data Security, Information Assurance, Data Validation, Authorization (Computing), Data Integrity, Computer Programming, Identity and Access Management

    Intermediate · Course · 1 - 4 Weeks

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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

    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

  • 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

  • Status: New
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    J

    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

    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

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

  • PostgreSQL for Everybody: University of Michigan
  • Plant Bioinformatic Methods: University of Toronto
  • Database Design and Operational Business Intelligence: University of California, Irvine
  • Values-Based Leadership in Healthcare: Sage Publications
  • Foundations of Secure Coding and Core Practices: John Wiley & Sons
  • AI and Machine Learning Essentials: Sage Publications
  • Effective Communication for Nursing Associates: Sage Publications
  • Understanding Medicines Management for Nursing Students: Sage Publications
  • Assessment for Learning: University of Illinois Urbana-Champaign
  • Java SE 21 Fundamentals: Syntax, Control Flow, and Core APIs: 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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