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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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    Illinois Tech

    Model Diagnostics and Remedial Measures

    Skills you'll gain: Model Evaluation, Regression Analysis, Verification And Validation, Feature Engineering, Plot (Graphics), Statistical Methods, Statistical Modeling, Scatter Plots, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Risk Analysis and Stakeholder Engagement

    Skills you'll gain: Stakeholder Engagement, Stakeholder Management, Stakeholder Communications, Risk Analysis, Stakeholder Analysis, Risk Modeling, Risk Management, Risk Management Framework, Contingency Planning, Data-Driven Decision-Making, Project Risk Management, Communication Planning, Project Planning, Quantitative Research, Simulation and Simulation Software, Expectation Management, Probability Distribution

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Introduction to Responsible AI

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Accountability, AI literacy, Compliance Training

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, LangGraph, Agentic Workflows, LangChain, LLM Application, Tool Calling, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Patterns, Retrieval-Augmented Generation, Prompt Engineering, AI Integrations, Application Development, Data Visualization, Responsible AI, Large Language Modeling, Risking

    4.6
    Rating, 4.6 out of 5 stars
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    292 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Introduction to Hardware and Operating Systems

    Skills you'll gain: Peripheral Devices, Virtualization, Computer Hardware, System Configuration, Virtualization and Virtual Machines, Operating System Administration, Computer Systems, Virtual Machines, Operating Systems, Hardware Troubleshooting, Linux, Software Installation, Technical Support, Mac OS, Computer Architecture, File Systems, Network Infrastructure, Data Storage, User Accounts, Disaster Recovery

    4.7
    Rating, 4.7 out of 5 stars
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    2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    LBO Financial Modeling for Investment Analysis

    Skills you'll gain: Private Equity, Financial Forecasting, Finance, Investment Banking, Business Valuation, Financial Modeling, Mergers & Acquisitions, Return On Investment, Forecasting, Case Studies, Cash Flow Forecasting, Financial Data, Risk Analysis, Financial Statement Analysis, Financial Analysis, Financial Statements, Loans, Cash Flows, Income Statement, Capital Markets

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    Northwestern University

    Fundamentals of Digital Image and Video Processing

    Skills you'll gain: Digital Signal Processing, Image Quality, Image Analysis, Medical Imaging, Telecommunications, Communication Systems, Matlab, Mathematical Modeling, Color Theory, Applied Mathematics, Estimation, Model Optimization

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Pennsylvania

    Healthcare Law

    Skills you'll gain: Intellectual Property, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, General Data Protection Regulation (GDPR), Health Systems, Personally Identifiable Information, Health Care Procedure and Regulation, Law, Regulation, and Compliance, Information Privacy, Managed Care, Primary Care, Health Care Administration, Regulatory Compliance, Medicaid, Medicare, Health Care, Health Administration, Healthcare Industry Knowledge, Pharmaceuticals, Health Policy

    4.7
    Rating, 4.7 out of 5 stars
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    630 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    EDUCBA

    Mutual Fund Reconciliation and Break Resolution

    Skills you'll gain: Reconciliation, Cash Management, Fund Accounting, Variance Analysis, Accounting Records, Financial Data, Cash Flows, Investments, Breakage Control, Financial Accounting, Accounting, International Finance, Investment Management, Financial Systems

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    EDUCBA

    Retail Product Management & Supply Chain

    Skills you'll gain: Inventory Management System, Inventory Management, Retail Management, Retail Store Operations, Inventory Control, Inventory Control Systems, Supply Chain Systems, Product Management, Supply Chain, Supply Management, Packaging and Labeling, Supply Chain Management, Supply Chain Planning, Product Lifecycle Management, Data-Driven Decision-Making, Sustainable Business, Operational Efficiency, Customer Success Management, Business, Coordination

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, Database Design, LLM Application, Database Development, Software Documentation, Software Design Patterns, Vibe coding, Databases, Collaborative Software, Software Testing, OpenAI API, Application Design, Technical Documentation, AI Integrations, Generative AI, Software Engineering, Software Development, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    836 reviews

    Beginner · Professional Certificate · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Coursera

    Product Marketing Manager with AI Professional Certificate

    Skills you'll gain: Data Storytelling, Product Marketing, Conversion Funnel Analysis, Marketing Planning, Google Analytics, Marketing Budgets, Data Presentation, Marketing Analytics, Campaign Management, Data-Driven Marketing, Customer Analysis, Market Research, Value Propositions, Marketing Communications, Competitive Intelligence, Digital Marketing Campaigns, Prompt Engineering, Go To Market Strategy, Marketing Strategies, Performance Management

    Beginner · Professional Certificate · 3 - 6 Months

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

  • Model Diagnostics and Remedial Measures: Illinois Tech
  • Risk Analysis and Stakeholder Engagement: EDUCBA
  • Introduction to Responsible AI: Google Cloud
  • Building AI Agents and Agentic Workflows: IBM
  • Introduction to Hardware and Operating Systems: IBM
  • LBO Financial Modeling for Investment Analysis: EDUCBA
  • Fundamentals of Digital Image and Video Processing: Northwestern University
  • Healthcare Law: University of Pennsylvania
  • Mutual Fund Reconciliation and Break Resolution: EDUCBA
  • Retail Product Management & Supply Chain: EDUCBA

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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