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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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    Saïd Business School, University of Oxford

    Designing the Future of Finance

    Skills you'll gain: FinTech, Financial Inclusion, Financial Services, Mobile Banking, Banking Services, Data Sharing, Financial Regulation, Application Programming Interface (API), Financial Data, Banking, Payment Systems, International Finance, Retail Banking, API Design, Finance, Interoperability, Open Source Technology, Strategic Thinking, Data Access, General Data Protection Regulation (GDPR)

    4.5
    Rating, 4.5 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Object-Oriented Analysis & Design

    Skills you'll gain: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Unified Modeling Language, Software Design Patterns, Software Testing, Software Engineering, Java, Java Programming, Computer Programming, Application Design, User Interface and User Experience (UI/UX) Design, Unit Testing, Software Design, Software Architecture, API Design, Model View Controller, Program Development, Software Development, Databases

    4.4
    Rating, 4.4 out of 5 stars
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    19 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Introduction to Selenium

    Skills you'll gain: Selenium (Software), Test Script Development, Test Automation, Debugging, Automation, Web Scraping, Software Testing, Web Development Tools, Test Case, Browser Compatibility, Cascading Style Sheets (CSS)

    4.6
    Rating, 4.6 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 4 Weeks

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    Scrimba

    JavaScript Interview Prep: Real Coding Questions & Solutions

    Skills you'll gain: Pseudocode, Computational Thinking, Debugging, Algorithms, Programming Principles, Front-End Web Development, Javascript, Computer Programming, Data Structures, Web Development

    4.6
    Rating, 4.6 out of 5 stars
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    36 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Terraform Masterclass: From Beginner to Advanced

    Skills you'll gain: Infrastructure as Code (IaC), User Provisioning, Verification And Validation, User Accounts, Multi-Tenant Cloud Environments, Test Case, Secure Coding, Data Structures

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Tibco BW: Design, Test & Integrate Workflows

    Skills you'll gain: Data Mapping, IBM WebSphere MQ, Middleware, Business Process Automation, Process Driven Development, Data Integration, Scenario Testing, File Transfer Protocol (FTP), Test Case, Development Testing, Data Validation, Java Programming, System Configuration, Debugging, File Management

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Practical Windows PowerShell Scripting

    Skills you'll gain: Windows PowerShell, Active Directory, Scripting, Test Script Development, IT Automation, Network Monitoring, Microsoft Windows, Windows Servers, Scripting Languages, User Accounts, Microsoft Servers, Event Monitoring, Command-Line Interface, Network Administration, Remote Access Systems, User Interface (UI), Server Administration, Hypertext Markup Language (HTML), Data Import/Export, Authentications

    4.5
    Rating, 4.5 out of 5 stars
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    16 reviews

    Beginner · Specialization · 1 - 4 Weeks

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    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, AI Workflows, Continuous Monitoring, Data Ethics, Responsible AI, Application Deployment, Generative AI, Serverless Computing, Cloud Computing

    4.6
    Rating, 4.6 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Track and Evaluate ML Model Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Version Control, Large Language Modeling, Git (Version Control System), Data Management, Performance Testing, Dashboard, Machine Learning, Scripting, Performance Analysis, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply and Predict: Time Series Forecasting in Excel

    Skills you'll gain: Regression Analysis, Time Series Analysis and Forecasting, Forecasting, People Analytics, Trend Analysis, Microsoft Excel, Statistical Modeling, Correlation Analysis, Predictive Analytics, Statistical Analysis, Data Analysis Software, Analytical Skills, Probability & Statistics, Graphing, Climate Change Adaptation, Data Manipulation

    Mixed · Course · 1 - 3 Months

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    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Workflows, Business Process Automation, Tool Calling, AI Enablement, Application Programming Interface (API), AI Personalization, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), File I/O

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Networking Fundamentals

    Skills you'll gain: OSI Models, Computer Networking, Virtualization, Data Centers, Virtual Networking, General Networking, Network Architecture, Network Protocols, TCP/IP, Network Infrastructure, Local Area Networks

    4.9
    Rating, 4.9 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Designing the Future of Finance: Saïd Business School, University of Oxford
  • Object-Oriented Analysis & Design: University of Colorado Boulder
  • Introduction to Selenium: Coursera
  • JavaScript Interview Prep: Real Coding Questions & Solutions: Scrimba
  • Terraform Masterclass: From Beginner to Advanced: Packt
  • Tibco BW: Design, Test & Integrate Workflows: EDUCBA
  • Practical Windows PowerShell Scripting: Pearson
  • GenAI and LLMs on AWS: Duke University
  • Track and Evaluate ML Model Experiments: Coursera
  • Apply and Predict: Time Series Forecasting in Excel: 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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