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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


  • C

    Coursera

    Evaluate AI Risks: Adopt Smart Predictions

    Skills you'll gain: Model Evaluation, Data-Driven Decision-Making, Predictive Modeling, Risk Analysis, Strategic Decision-Making, Performance Metric, Technical Communication

    Beginner · Course · 1 - 4 Weeks

  • A

    Adobe

    Photoshop image editing, compositing and AI

    Skills you'll gain: Adobe Firefly, Adobe Photoshop, Photo Editing, Storytelling, Adobe Creative Cloud, Generative AI Agents, Data Import/Export, Image Quality, Color Theory, Generative AI, Photography, Graphic and Visual Design, Editing, Creative Design, Design Elements And Principles, Design Software, Design, Creative Thinking, Creativity, Portfolio Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    21 reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Pearson

    Hadoop and Spark Fundamentals

    Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Data Lakes, Analytics, Data Processing, Data Import/Export, Data Integration, Linux Commands, File Systems, Text Mining, Data Transformation, Data Management, Distributed Computing, Command-Line Interface, Relational Databases, Java, C++ (Programming Language)

    Intermediate · Specialization · 1 - 4 Weeks

  • C

    Coursera

    Introduction to C++ Programming: Create a Tic-Tac-Toe Game

    Skills you'll gain: C++ (Programming Language), Data Structures, Interactive Design, Program Development, Object Oriented Programming (OOP), Computer Programming, Java Programming, Software Development, Computational Logic, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    46 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Build Your First React Website (Part II)

    Skills you'll gain: React.js, JavaScript Frameworks, Data Persistence, Javascript, Context Management, Web Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    57 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Macquarie University

    Cyber Security: Mobile Security

    Skills you'll gain: Mobile Security, Digital Forensics, Investigation, Threat Detection, Mobile Development, Criminal Investigation and Forensics, Application Security, Cybersecurity, Data Security, Cyber Security Strategy, Incident Response, Computer Security Incident Management, Computer Security, Data Analysis Software, Authentications, Data Integrity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • E

    ESSEC Business School

    Hôtel “De l'étoile” - a hotel in crisis?

    Skills you'll gain: Revenue Management, Competitive Analysis, Stakeholder Communications, Hospitality Management, Hotel Operations, Financial Analysis, Strategic Planning, Presentations, Case Studies, Business Planning, Brand Management, Market Analysis, Profit and Loss (P&L) Management, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    118 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Modeling of Autonomous Systems

    Skills you'll gain: Mathematical Modeling, Control Systems, Network Model, Mechanical Engineering, Systems Analysis, Automation, Real-Time Operating Systems, Differential Equations, Safety Assurance, Verification And Validation

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Emory University

    Marketing Analytics Capstone Project

    Skills you'll gain: Marketing Analytics, Exploratory Data Analysis, Model Evaluation, Business Analysis, Predictive Modeling, Logistic Regression, Analytical Skills, Regression Analysis, Data Analysis, Data Preprocessing, Data Visualization

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Mixed · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Inteligência Artificial para Logística

    Skills you'll gain: Logistics Management, Logistics, Transportation Management, Inventory and Warehousing, Supply Chain, Strategic Planning, Warehouse Management, Internet Of Things, Automation, Artificial Intelligence

    5
    Rating, 5 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    MLOps in R: Deploying machine learning models using vetiver

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Continuous Deployment, R Programming, Dashboard, Health Informatics, Applied Machine Learning, Continuous Monitoring, Predictive Modeling, Docker (Software), Application Programming Interface (API)

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Peking University

    高级数据结构与算法

    Skills you'll gain: Data Structures, Algorithms, Database Systems, Performance Tuning, File Systems, Information Management, Theoretical Computer Science, Computer Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    106 reviews

    Mixed · Course · 1 - 3 Months

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

  • Evaluate AI Risks: Adopt Smart Predictions: Coursera
  • Photoshop image editing, compositing and AI: Adobe
  • Hadoop and Spark Fundamentals: Pearson
  • Introduction to C++ Programming: Create a Tic-Tac-Toe Game: Coursera
  • Build Your First React Website (Part II): Coursera
  • Cyber Security: Mobile Security: Macquarie University
  • Hôtel “De l'étoile” - a hotel in crisis? : ESSEC Business School
  • Modeling of Autonomous Systems: University of Colorado Boulder
  • Marketing Analytics Capstone Project: Emory University
  • Inteligência Artificial para Logística: Fundação Instituto de Administração

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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