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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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    Macquarie University

    Excel Regression Models for Business Forecasting

    Skills you'll gain: Forecasting, Regression Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Model Evaluation, Microsoft Excel, Statistical Modeling, Business Modeling, Statistical Methods, Correlation Analysis, Statistical Analysis, Data Visualization

    4.9
    Rating, 4.9 out of 5 stars
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    112 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Illinois Tech

    Business & Technology

    Skills you'll gain: Responsible AI, Culture Transformation, Innovation, Organizational Change, Design Thinking, Business Transformation, Strategic Leadership, Product Lifecycle Management, Machine Learning Methods, Global Marketing, Data Ethics, Entrepreneurship, Artificial Intelligence, Change Management, Organizational Leadership, Business Strategies, Machine Learning Algorithms, Business Modeling, Product Strategy, Strategic Planning

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    116 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Databricks GenAI Engineering

    Skills you'll gain: Databricks, Generative AI, Prompt Engineering, Retrieval-Augmented Generation, Vector Databases, Context Engineering, Fine-tuning, LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Applied Machine Learning, Embeddings, Data Lakes, Model Evaluation, Model Optimization, Acceptance Testing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    SkillUp

    Digital Advertising

    Skills you'll gain: Google Ads, Data-Driven Marketing, Meta Ads Manager, Paid media, Keyword Research, Social Media Campaigns, Campaign Planning, Marketing Analytics, Marketing Effectiveness

    4.8
    Rating, 4.8 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Howard University

    Fundamentals of Business Problem Solving

    Skills you'll gain: Spreadsheet Software, Microsoft Excel, Data Modeling, Mathematical Modeling, Excel Formulas, Business Modeling, Business Analysis, Operations Research, Business Process, Financial Modeling, Investment Management, Process Optimization, Applied Mathematics, Data-Driven Decision-Making, Business Strategy, Revenue Management, Trend Analysis, Resource Allocation

    4.7
    Rating, 4.7 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    G

    Google DeepMind

    Gemini for Developers

    Skills you'll gain: Prompt Engineering, Google Gemini, Gemini, Generative AI Agents, AI Integrations, Google Cloud Platform, Application Programming Interface (API), Real Time Data, Key Management, Tool Calling, Agentic systems, Cloud Deployment, Generative Model Architectures, Generative AI, Large Language Modeling, AI Security, Artificial Intelligence, AI Workflows, Cloud Applications, Cloud Development

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    V

    Vanderbilt University

    ChatGPT + Excel: Master AI-driven Formulas & Visualizations

    Skills you'll gain: Excel Macros, Excel Formulas, Microsoft Excel, Data Visualization, ChatGPT, Plot (Graphics), Spreadsheet Software, Vibe coding, Interactive Data Visualization, AI Enablement, Multimodal Prompts, Prompt Engineering, Prototyping, Verification And Validation, Data Import/Export

    4.8
    Rating, 4.8 out of 5 stars
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    77 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    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
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    465 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Amazon

    Programming with Java

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Code Reusability, Java Programming, Java, Software Design, File Management, Data Persistence

    4.3
    Rating, 4.3 out of 5 stars
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    92 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    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
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    292 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    AI & ML Applications in Oil and Gas Industry

    Skills you'll gain: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, AI Enablement, Model Optimization, Decision Intelligence, Image Analysis, Production Process, Machine Learning Methods, Energy and Utilities, Machine Learning, Physical Science, Machine Learning Algorithms, Natural Resource Management

    4.8
    Rating, 4.8 out of 5 stars
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    62 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Python: A Guided Journey from Introduction to Application

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), Generative AI, NumPy, Object Oriented Programming (OOP), Model Training, Deep Learning, Image Analysis, Machine Learning Methods, Plot (Graphics), Object Oriented Design, Integrated Development Environments, Python Programming, Development Environment, Computer Programming Tools, Event-Driven Programming, Computer Programming

    4.1
    Rating, 4.1 out of 5 stars
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    85 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Excel Regression Models for Business Forecasting: Macquarie University
  • Business & Technology: Illinois Tech
  • Databricks GenAI Engineering: Coursera
  • Digital Advertising: SkillUp
  • Fundamentals of Business Problem Solving: Howard University
  • Gemini for Developers: Google DeepMind
  • ChatGPT + Excel: Master AI-driven Formulas & Visualizations: Vanderbilt University
  • Excel/VBA for Creative Problem Solving, Part 3 (Projects): University of Colorado Boulder
  • Programming with Java: Amazon
  • أساسيات الذكاء الاصطناعي والبيانات الضخمة | AI: Alfaisal University | KLD

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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