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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 Michigan

    Database Design and Basic SQL in PostgreSQL

    Skills you'll gain: Database Design, SQL, Relational Databases, PostgreSQL, Database Systems, Database Theory, Database Management, Data Modeling, Databases, Database Management Systems, Query Languages, Data Integrity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    P

    Packt

    Managing Virtualization, Storage & Policy in Server 2025

    Skills you'll gain: Active Directory, Group Policy, Windows Servers, Microsoft Servers, Virtualization, Virtual Machines, Server Administration, Data Storage Technologies, Performance Tuning, Microsoft Windows, Servers, Data Storage, Operating System Administration, Hybrid Cloud Computing, Cloud-Based Integration, System Configuration, AWS Identity and Access Management (IAM), Identity and Access Management, Cloud Services, Security Controls

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Semantic Processing

    Skills you'll gain: Embeddings, Natural Language Processing, Text Mining, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
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    S

    SkillsBooster Academy

    Multimodal Prompting: Combining Text, Images, Audio & Video

    Skills you'll gain: Multimodal Prompts, Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Scenario Testing, AI literacy, Artificial Intelligence, Google Gemini, Image Analysis, Generative AI, AI Workflows, Anthropic Claude, ChatGPT, Productivity, Context Management, Competitive Analysis, Natural Language Processing, Ideation, Automation, Process Optimization

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    E

    EDUCBA

    Create Professional Company Profiles for Pitchbooks

    Skills you'll gain: Investment Banking, Data Visualization, Business Research, Mergers & Acquisitions, Company, Product, and Service Knowledge, Technical Communication, Presentations, Operational Analysis, Business Development, Corporate Strategy, Business Analysis, Financial Services, Organizational Skills, Concision

    Mixed · Course · 1 - 4 Weeks

  • D

    Duke University

    Impact Measurement & Management for the SDGs

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Standards, Sustainable Development, Sustainable Business, Corporate Sustainability, Sustainability Reporting, Performance Measurement, Social Impact, Stakeholder Engagement, Investment Management, Governance, Performance Analysis, Stakeholder Management, Goal Setting, Asset Management, Stakeholder Analysis, Data-Driven Decision-Making, Portfolio Management, Verification And Validation, Accountability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    656 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Professional Audio Editing and Sound Production

    Skills you'll gain: Adobe Premiere, Podcasting, Post-Production, Media Production, Video Editing, Writing and Editing, Digital Signal Processing, Adobe After Effects, Editing, Data Import/Export, LESS, Automation, Design, System Configuration

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    G

    Google Cloud

    Google Cloud를 통한 데이터 혁신 살펴보기

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
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    E

    EDUCBA

    Financial Modeling with Spreadsheet Automation

    Skills you'll gain: Excel Macros, Actuarial Science, Financial Modeling, Derivatives, Risk Modeling, Simulations, Forecasting, Debugging, Financial Market, Finance, Financial Forecasting, Analysis, Financial Data, Financial Analysis, Automation, Financial Planning, Financial Reporting, Business, Planning, Environment

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Algebra: Elementary to Advanced

    Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, General Mathematics, Applied Mathematics, Deductive Reasoning, Analytical Skills, Probability & Statistics, Geometry

    4.8
    Rating, 4.8 out of 5 stars
    ·
    819 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Meta

    Database Structures and Management with MySQL

    Skills you'll gain: MySQL, Database Management, Stored Procedure, Database Design, Database Management Systems, Relational Databases, SQL, Database Development, Database Administration, Query Languages, Data Management, Data Integrity, Data Maintenance, Data Entry

    4.8
    Rating, 4.8 out of 5 stars
    ·
    568 reviews

    Beginner · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Advanced Recommender Systems

    Skills you'll gain: AI Personalization, Applied Machine Learning, Dimensionality Reduction, Machine Learning Methods, Machine Learning Algorithms, Feature Engineering, Model Optimization, Model Training, Machine Learning, Model Evaluation, Algorithms, Context Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Database Design and Basic SQL in PostgreSQL: University of Michigan
  • Managing Virtualization, Storage & Policy in Server 2025: Packt
  • Advanced Semantic Processing: Packt
  • Multimodal Prompting: Combining Text, Images, Audio & Video: SkillsBooster Academy
  • Create Professional Company Profiles for Pitchbooks: EDUCBA
  • Impact Measurement & Management for the SDGs: Duke University
  • Professional Audio Editing and Sound Production: EDUCBA
  • Google Cloud를 통한 데이터 혁신 살펴보기: Google Cloud
  • Financial Modeling with Spreadsheet Automation: EDUCBA
  • Algebra: Elementary to Advanced: Johns Hopkins 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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