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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
    Free Trial
    U

    University of Colorado System

    Cryptographic Hash and Integrity Protection

    Skills you'll gain: Cryptography, Cryptographic Protocols, Data Integrity, Encryption, Authentications, Data Security, Data Encryption Standard, Advanced Encryption Standard (AES), Digital Communications

    4.5
    Rating, 4.5 out of 5 stars
    ·
    102 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Operations Research, Model Optimization, Applied Mathematics, Mathematical Modeling, Problem Solving, Process Modeling, Mathematical Software, Combinatorics, Graph Theory, Computational Logic, Computational Thinking, Data Structures

    4.8
    Rating, 4.8 out of 5 stars
    ·
    460 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Forecasting for Marketers: Mastering Google Analytics

    Skills you'll gain: Financial Forecasting, Data-Driven Marketing, Cross-Channel Marketing, Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Revenue Forecasting, Marketing Effectiveness, Marketing Planning, Web Analytics, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Dashboard, Dashboard Creation, Performance Reporting, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Portfolio Optimization using Markowitz Model

    Skills you'll gain: Portfolio Management, Portfolio Risk, Finance, Financial Modeling, Return On Investment, Correlation Analysis, Investment Management, Financial Analysis, Asset Management, Mathematical Modeling, Investments, Risk Modeling, Equities, Model Optimization

    4.4
    Rating, 4.4 out of 5 stars
    ·
    328 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    A

    Alfaisal University | KLD

    أساسيات الذكاء الاصطناعي والبيانات الضخمة | AI

    Skills you'll gain: Computer Vision, Natural Language Processing, Robotics, Applied Machine Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Artificial Intelligence, AI literacy, Supervised Learning, Decision Support Systems, Reinforcement Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    292 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 3 (Projects)

    Skills you'll gain: Excel Macros, Microsoft Excel, Visual Basic (Programming Language), Simulations, Code Review, User Interface (UI), Spreadsheet Software, Automation, Data Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    465 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Toma de decisiones financieras

    Skills you'll gain: Business Valuation, Corporate Finance, Financial Management, Equities, Capital Budgeting, Business Mathematics, Capital Expenditure, Financial Data, Financial Analysis, Financial Statement Analysis, Fixed Asset, Financial Statements, Cash Flows, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    243 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, Model Optimization, Incident Response, LLM Application, Hardening, Application Security, Anomaly Detection, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Vulnerability Assessments

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia Darden School Foundation

    Introduction to Digital Transformation Part 2

    Skills you'll gain: Digital Transformation, Business Transformation, Digital Analysis, Business Technologies, Emerging Technologies, Organizational Development, Performance Improvement, Cloud Infrastructure, Data Infrastructure, Case Studies, Cloud Storage, Cloud Computing, HR Tech, Data Storage Technologies, Cloud Platforms, Cybersecurity, Data Integrity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    193 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Amazon Web Services

    AI Fundamentals and the Cloud

    Skills you'll gain: Responsible AI, Amazon Bedrock, Data Ethics, AWS SageMaker, Amazon Web Services, MLOps (Machine Learning Operations), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, LLM Application, Large Language Modeling, AI Workflows, Machine Learning, No-Code Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Designing & Deploying Scalable Power BI Solutions

    Skills you'll gain: Dashboard Creation, Dashboard, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Key Performance Indicators (KPIs), Business Intelligence, Data Ethics, Microsoft Power Platform, Digital Publishing, Collaboration, Data-Driven Decision-Making, Statistical Reporting, Business Analytics, Data Management, Data Security, Performance Management, Continuous Deployment, Cloud-Based Integration

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Medical Coders: Simplifying Documentation

    Skills you'll gain: Clinical Documentation, Medical Coding, Generative AI, Regulatory Compliance, Compliance Management, Medical Billing and Coding, AI Integrations, Medical History Documentation, Automation, Operational Efficiency, Innovation

    Intermediate · Course · 1 - 4 Weeks

1…472473474…834

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

  • Cryptographic Hash and Integrity Protection: University of Colorado System
  • Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Forecasting for Marketers: Mastering Google Analytics: Board Infinity
  • Portfolio Optimization using Markowitz Model: Coursera
  • أساسيات الذكاء الاصطناعي والبيانات الضخمة | AI: Alfaisal University | KLD
  • Excel/VBA for Creative Problem Solving, Part 3 (Projects): University of Colorado Boulder
  • Toma de decisiones financieras: Universidad Nacional Autónoma de México
  • AI Security: Security in the Age of Artificial Intelligence: Coursera
  • Introduction to Digital Transformation Part 2: University of Virginia Darden School Foundation
  • AI Fundamentals and the Cloud: Amazon Web Services

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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