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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


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    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Algorithms & Recursion

    Skills you'll gain: Cryptography, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Arithmetic, Computational Thinking, Public Key Cryptography Standards (PKCS), Data Structures, Applied Mathematics, Logical Reasoning, Deductive Reasoning

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Apply Selenium Automation Testing Across Languages

    Skills you'll gain: Selenium (Software), Test Automation, Behavior-Driven Development, Gherkin (Scripting Language), Test Script Development, Unit Testing, Software Testing, Jenkins, CI/CD, Continuous Integration, Test Tools, Apache Maven, Automation, Regression Testing, Test Case, DevOps, Java, C# (Programming Language), Java Programming, Python Programming

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Introduction to SQL Window Functions

    Skills you'll gain: SQL, PostgreSQL, Query Languages, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
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    23 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    PracticalGrowth

    Project & Process Management for a Tech-Driven Workplace

    Skills you'll gain: Project Planning, Project Risk Management, Root Cause Analysis, Project Scoping, Dashboard, Risk Management, Program Management, Workflow Management, Project Management, Project Estimation, Process Improvement, Agile Project Management, Capacity Planning, Project Documentation, Stakeholder Management, Collaborative Software, Prioritization, Resource Management, Meeting Facilitation, Portfolio Management

    Intermediate · Specialization · 3 - 6 Months

  • D

    Duke University

    Web Scraping with Python

    Skills you'll gain: Web Scraping, Extensible Markup Language (XML), Web Development Tools, HTML and CSS, Unstructured Data, Web Applications, Python Programming

    3.1
    Rating, 3.1 out of 5 stars
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    19 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    Google Workspace Administrator

    Skills you'll gain: User Provisioning, Data Governance, Google Workspace, Data Loss Prevention, Gmail, User Accounts, Google Gemini, Information Management, Email Security, Data Management, Data Security, Document Management, Identity and Access Management, Mobile Security, Records Management, Data Storage, Security Management, Cloud Security, Group Policy, Technical Support

    4.7
    Rating, 4.7 out of 5 stars
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    1.5K reviews

    Beginner · Professional Certificate · 1 - 4 Weeks

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    EDUCBA

    Build Dynamic Forum & Blog Websites Using VBScript

    Skills you'll gain: Scripting, Web Development, Information Architecture, Visual Basic (Programming Language), Back-End Web Development, User Interface (UI), Usability, Content Management, Databases

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Meta

    Marketing Analytics Foundation

    Skills you'll gain: Data Collection, Marketing, Marketing Analytics, Google Analytics, Digital Marketing, Customer Data Management, Application Programming Interface (API), Market Data, Personally Identifiable Information, Web Analytics, Information Privacy, API Gateway, Data Integration, Data Analysis, Data-Driven Decision-Making, Advertising

    4.8
    Rating, 4.8 out of 5 stars
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    2.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Real Madrid Graduate School Universidad Europea

    Strategy: Governance, Business Models and the Future

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply SketchUp for Beginner-Level 3D Modeling

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Visualization (Computer Graphics), Model Evaluation, Design Software, Software Installation, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Davis

    Market Research

    Skills you'll gain: Surveys, Statistical Hypothesis Testing, Focus Group, Quantitative Research, Qualitative Research, Data Synthesis, Market Research, Proposal Writing, Data Storytelling, Statistical Analysis, Presentations, Discussion Facilitation, Marketing Analytics, Marketing, Research Methodologies, Data Analysis, Data Visualization Software, Market Analysis, Survey Creation, Business Research

    4.6
    Rating, 4.6 out of 5 stars
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    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    SSIS: Design, Implement & Automate ETL Workflows

    Skills you'll gain: SQL Server Integration Services (SSIS), Extract, Transform, Load, Data Warehousing, Data Transformation, Data Manipulation, Data Analysis, Microsoft SQL Servers, Data Integration, Data Mining, Data Processing, SQL, Dataflow, Workflow Management

    4.7
    Rating, 4.7 out of 5 stars
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    15 reviews

    Mixed · Course · 1 - 3 Months

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

  • Discrete Math for Computer Science - Algorithms & Recursion: The Hong Kong University of Science and Technology
  • Apply Selenium Automation Testing Across Languages: EDUCBA
  • Introduction to SQL Window Functions: Coursera
  • Project & Process Management for a Tech-Driven Workplace: PracticalGrowth
  • Web Scraping with Python: Duke University
  • Google Workspace Administrator: Google Cloud
  • Build Dynamic Forum & Blog Websites Using VBScript: EDUCBA
  • Marketing Analytics Foundation: Meta
  • Strategy: Governance, Business Models and the Future: Real Madrid Graduate School Universidad Europea
  • Apply SketchUp for Beginner-Level 3D Modeling: 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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