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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: Preview
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    J

    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Machine Learning, AI literacy, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Risk Analysis, Case Studies, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    P

    Packt

    IAPP AIGP Complete Training – AI Governance Mastery

    Skills you'll gain: Responsible AI, Governance, Data Governance, Law, Regulation, and Compliance, Cyber Governance, AI Security, Regulation and Legal Compliance, Data Ethics, Compliance Management, Legal Risk, Case Studies, General Data Protection Regulation (GDPR), Risk Management, Governance Risk Management and Compliance, Risk Management Framework, Regulatory Compliance, Regulatory Requirements, Information Systems Security, Generative AI, Accountability

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Generative AI for Marketing: Advanced & Responsible

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Responsible AI, Large Language Modeling, LangChain, Data Ethics, AI Personalization, Personalized Campaigns, LLM Application, Marketing Strategies, Artificial Intelligence and Machine Learning (AI/ML), Augmented and Virtual Reality (AR/VR), Transfer Learning, Customer Insights, Digital Marketing, Data Science

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning

    4.5
    Rating, 4.5 out of 5 stars
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    75 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    T

    Total Seminars

    Wireless Virtualization and Network Infrastructure

    Skills you'll gain: Network Infrastructure, Virtual Networking, Network Architecture, Network Security, Virtualization and Virtual Machines, Wireless Networks, Network Troubleshooting, Virtualization, Virtual Machines, Network Performance Management, Network Administration, Network Planning And Design, Network Monitoring, Data Centers, Cloud Computing, Network Support, Networking Hardware, Security Controls, Cybersecurity, Technical Documentation

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Madecraft

    Excel for Finance Professionals

    Skills you'll gain: Data Visualization, Pivot Tables And Charts, Data Presentation, Interactive Data Visualization, Data Visualization Software, Microsoft Excel, Dashboard, Dashboard Creation, Cash Flow Forecasting, Excel Formulas, Spreadsheet Software, Financial Modeling, Cash Management, Microsoft PowerPoint, Financial Forecasting, Auditing, Financial Reporting, Data Transformation, Financial Data, Financial Analysis

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    BI Essentials for Finance Analysts (Power BI Edition)

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Snowflake Schema, Data Modeling, SQL, Dashboard, Microsoft Excel, Business Intelligence, Data Import/Export, Dashboard Creation, Business Reporting, Business Intelligence Software, Excel Formulas, Databases, Spreadsheet Software, Performance Reporting, Data Manipulation, Data Transformation, Financial Analysis, Data Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    416 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    M

    Microsoft

    Customer Intelligence

    Skills you'll gain: Customer Insights, Customer Analysis, Customer Data Management, Data-Driven Marketing, Customer Relationship Management (CRM) Software, Customer Relationship Management, Marketing Analytics, Customer Engagement, Target Audience, Customer experience improvement, Personalized Campaigns, Data Integration, Email Marketing, Web Analytics, Driving engagement, Data Governance, Digital Analysis, Performance Measurement, Data Storytelling, Data Modeling

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Introduction to Structured Query Language (SQL)

    Skills you'll gain: Database Design, SQL, MySQL, Relational Databases, Database Management, Databases, Data Modeling, Query Languages, Data Integrity, Development Environment, PHP (Scripting Language), Software Installation

    4.7
    Rating, 4.7 out of 5 stars
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    5.5K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Successful Presentation

    Skills you'll gain: Public Speaking, Presentations, Storytelling, Verbal Communication Skills, Oral Expression, Communication, Executive Presence, Communication Strategies, Composure, Verbal Strategic Communication, Creativity, Business Writing, Editing, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
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    5K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillsBooster Academy

    Claude Cowork for Automating Processes

    Skills you'll gain: Anthropic Claude, Agentic Workflows, Business Process Automation, Workflow Management, File Management, AI Workflows, AI Orchestration, Automation, Document Management, Agentic systems, Organizational Skills, Generative AI Agents, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Prompt Patterns, Generative AI, Data Management, Prompt Engineering, Business Administration, Business

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Unsupervised Text Classification for Marketing Analytics

    Skills you'll gain: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Model Training, Python Programming

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • Trustworthy AI: Managing Bias, Ethics, and Accountability: Johns Hopkins University
  • IAPP AIGP Complete Training – AI Governance Mastery: Packt
  • Generative AI for Marketing: Advanced & Responsible: Packt
  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
  • Wireless Virtualization and Network Infrastructure: Total Seminars
  • Excel for Finance Professionals: Madecraft
  • BI Essentials for Finance Analysts (Power BI Edition): Corporate Finance Institute
  • Customer Intelligence: Microsoft
  • Introduction to Structured Query Language (SQL): University of Michigan
  • Successful Presentation: University of Colorado Boulder

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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