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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


  • U

    University of Colorado Boulder

    Battery State-of-Health (SOH) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Simulations, Applied Mathematics, Laboratory Testing, Matlab, Numerical Analysis, Failure Analysis, Electric Power Systems, Mathematical Modeling, Model Optimization, Mathematical Software, Laboratory Research, Scripting, Statistical Process Controls, Scripting Languages, Materials science, Algorithms

    ★ 4.7 (158) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • L

    LearnQuest

    Java Class Library

    Skills you'll gain: Spring Framework, Java Programming, Java, File I/O, Java Platform Enterprise Edition (J2EE), Object Oriented Programming (OOP), Application Frameworks, Code Reusability, Object Oriented Design, Data Structures, File Management

    ★ 4.7 (224) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Codio

    Object-Oriented Python: Inheritance and Encapsulation

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Data Persistence, Programming Principles, Code Reusability, Python Programming, File Management, Computer Science

    ★ 4.4 (152) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Simplilearn

    Fundamental of Reinforcement Training

    Skills you'll gain: Reinforcement Learning, Agentic systems, Artificial Intelligence, Decision Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning, Unsupervised Learning, Markov Model

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDHEC Business School

    Introduction to EdTech

    Skills you'll gain: Digital pedagogy, Education Software and Technology, AI Personalization, Responsible AI, Data Ethics, Emerging Technologies, Adult Education, New Business Development, Innovation, Digital Transformation, AI literacy, Technology Strategies, Business Modeling, Artificial Intelligence, Augmented and Virtual Reality (AR/VR), Investments, Strategic Decision-Making

    ★ 4.6 (89) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Macquarie University

    Management and financial accounting: Know your numbers 1

    Skills you'll gain: Governance, Management Accounting, Budgeting, Financial Modeling, Financial Data, Financial Forecasting, Accounting, Financial Analysis, Forecasting, Financial Management, Financial Acumen, General Accounting, Financial Statement Analysis, Financial Accounting, Financial Statements, Business Acumen, Business Modeling, Business Metrics, Corporate Strategy, Standard Accounting Practices

    ★ 4.7 (322) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    Universidad Nacional Autónoma de México

    Protocolo de investigación médica: diseño y desarrollo

    Skills you'll gain: Institutional Review Board (IRB), Clinical Research Ethics, Medical Science and Research, Healthcare Ethics, Informed Consent, Clinical Research, Scientific Methods, Statistical Methods, Sampling (Statistics), Statistical Analysis, Quantitative Research, Science and Research, Responsible AI, Biostatistics, Technical Writing, Sample Size Determination, Statistical Inference, Statistical Hypothesis Testing

    ★ 4.9 (94) · Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
  • L

    L&T EduTech

    Field BIM

    Skills you'll gain: Building Information Modeling, Construction Management, Construction, Autodesk Revit, Construction Estimating, Facility Management and Maintenance, Emerging Technologies, As-Built Drawings, Facility Management, Collaborative Software, Cloud Computing, Cost Estimation, 3D Modeling, Document Management, Data Sharing, Visualization (Computer Graphics), Internet Of Things

    ★ 4.7 (33) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • F

    Fractal Analytics

    How to Build a Diffusion Model - An Introduction

    Skills you'll gain: Model Evaluation, Model Training, Generative AI, Data Preprocessing, Model Optimization, Fine-tuning, PyTorch (Machine Learning Library), Machine Learning, Image Quality

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective)

    Skills you'll gain: Care Coordination, Value-Based Care, Care Management, Patient Coordination, Clinical Informatics, Health Informatics, Interoperability, Health Technology, Healthcare Ethics, Clinical Leadership, Patient-centered Care, Healthcare Industry Knowledge, Health Systems, Health Care, Health Information Management, Primary Care, Telehealth, Health Policy, Data Sharing, Communication

    ★ 4.6 (161) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • N

    National Taiwan University

    CAD/BIM技術與應用

    Skills you'll gain: Architectural Drawing, Engineering Drawings, SketchUp (3D Modeling Software), AutoCAD, Autodesk Revit, Building Information Modeling, Drafting and Engineering Design, Engineering Management, Technical Drawing, 3D Modeling, Engineering Design Process, Autodesk, Engineering Documentation, Structural Engineering, Diagram Design, Civil and Architectural Engineering, Visualization (Computer Graphics), Construction Estimating, Engineering Practices, Computer-Aided Design

    ★ 4.7 (361) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Oracle PL/SQL Triggers: Design, Implement & Manage

    Skills you'll gain: PL/SQL, Data Integrity, Oracle Databases, Business Logic, Business Process Automation, Stored Procedure, SQL, Relational Databases, Dependency Analysis, Database Design, Database Management, Database Development, Event-Driven Programming, Auditing

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular data mining courses

  • Battery State-of-Health (SOH) Estimation: University of Colorado Boulder
  • Java Class Library: LearnQuest
  • Object-Oriented Python: Inheritance and Encapsulation: Codio
  • Fundamental of Reinforcement Training: Simplilearn
  • Introduction to EdTech: EDHEC Business School
  • Management and financial accounting: Know your numbers 1: Macquarie University
  • Protocolo de investigación médica: diseño y desarrollo: Universidad Nacional Autónoma de México
  • Field BIM: L&T EduTech
  • How to Build a Diffusion Model - An Introduction: Fractal Analytics
  • HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective): Columbia University

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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