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  • Data Mining

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
    Free Trial
    U

    University of Colorado System

    Software Design Methods and Tools

    Skills you'll gain: Unified Modeling Language, Unit Testing, Software Design, Data Flow Diagrams (DFDs), Object Oriented Design, Software Engineering, Software Development Tools, Software Testing, Program Development, Software Architecture, Ethical Standards And Conduct, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    159 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Building Test Automation Framework using Selenium and TestNG

    Skills you'll gain: Test Automation, Test Case, Selenium (Software), Software Testing, Test Tools, Maintainability, Test Data, Debugging, Configuration Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    158 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Python Case Study - Sentiment Analysis

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Natural Language Processing, Machine Learning Methods, Text Mining, Scikit Learn (Machine Learning Library), Data Manipulation, Data Cleansing, Python Programming, Analysis, Pandas (Python Package), Development Environment, Software Development Tools, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    MathWorks

    Computer Vision for Engineering and Science

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Deep Learning, Matlab, Machine Learning Methods, Convolutional Neural Networks, Data Preprocessing, Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Transfer Learning, Geospatial Information and Technology, Traffic Flow Optimization, Medical Imaging, Data Validation, Estimation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    91 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Industry 4.0: PLM, Value Chain, and Smart Factory

    Skills you'll gain: Product Lifecycle Management, Manufacturing and Production, Manufacturing Processes, Robotic Process Automation, Manufacturing Operations, Production Process, Lean Manufacturing, Automation, Enterprise Resource Planning, Plant Operations and Management, Internet Of Things, Digital Transformation, Real Time Data, Predictive Modeling, Augmented Reality

    4.6
    Rating, 4.6 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Composición de canciones

    Skills you'll gain: Musical Composition, Music Theory, Music, Storytelling, Writing, Oral Expression, Creativity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    177 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Proactive Computer Security

    Skills you'll gain: Open Web Application Security Project (OWASP), Penetration Testing, Metasploit, Security Testing, Security Strategy, Vulnerability Assessments, Cyber Security Assessment, Security Management, Vulnerability Scanning, Cyber Threat Intelligence, Exploitation techniques, Threat Detection

    4.7
    Rating, 4.7 out of 5 stars
    ·
    262 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Interactive Brokers

    Investing using Value, Growth, Momentum and Economics

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Acumen, Investments, Supply And Demand, Real Estate, Income Statement, Risk Management, Market Dynamics, Market Trend, Portfolio Management, Growth Strategies, Business Economics, Portfolio Risk, Economics, Business Valuation, Financial Trading, Technical Analysis, Research

    4.5
    Rating, 4.5 out of 5 stars
    ·
    49 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Financing for Startup Businesses

    Skills you'll gain: FinTech, Entrepreneurial Finance, Fundraising and Crowdsourcing, Financial Analysis, Financial Modeling, Finance, Private Equity, Financial Services, Credit Risk, Financial Forecasting, Microsoft Excel, Liquidation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    215 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Decentralized Finance (DeFi) Opportunities and Risks

    Skills you'll gain: Blockchain, Cyber Risk, FinTech, Operational Risk, Scalability, Regulatory Compliance, Risk Management, Risk Analysis, Governance Risk Management and Compliance, Environmental Social And Corporate Governance (ESG)

    4.9
    Rating, 4.9 out of 5 stars
    ·
    344 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    Global Business Communication

    Skills you'll gain: Data Storytelling, Active Listening, Non-Verbal Communication, Business Writing, Sales Presentation, Concision, Sales Strategy, Copywriting, Writing, Cultural Sensitivity, Persuasive Communication, Interpersonal Communications, Business Correspondence, Customer Relationship Management (CRM) Software, Storytelling, Business Communication, Communication Strategies, Technical Communication, Communication, Marketing Communications

    4.3
    Rating, 4.3 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    社会调查与研究方法 (上)Methodologies in Social Research (Part I)

    Skills you'll gain: Research Methodologies, Social Sciences, Research, Surveys, Research Design, Experimentation, Scientific Methods, Sociology, Data Collection, Sample Size Determination, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Mixed · Course · 1 - 3 Months

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

  • Software Design Methods and Tools: University of Colorado System
  • Building Test Automation Framework using Selenium and TestNG: Coursera
  • Python Case Study - Sentiment Analysis: EDUCBA
  • Computer Vision for Engineering and Science: MathWorks
  • Industry 4.0: PLM, Value Chain, and Smart Factory: L&T EduTech
  • Composición de canciones: Berklee
  • Proactive Computer Security: University of Colorado System
  • Investing using Value, Growth, Momentum and Economics: Interactive Brokers
  • Financing for Startup Businesses: Duke University
  • Decentralized Finance (DeFi) Opportunities and Risks: Duke 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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