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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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    U

    University of California, Davis

    Equine Welfare and Management

    Skills you'll gain: Nutrition and Diet, Preventative Care, Injury Prevention, Public Health, Vital Signs, Safety Assurance, Athletic Training, Physiology, Health Assessment, Behavior Management, Emergency Response, Psychology

    4.9
    Rating, 4.9 out of 5 stars
    ·
    402 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    CompTIA Network+ Certification (N10-009): The Total Guide

    Skills you'll gain: Routing Protocols, Wide Area Networks, Network Security, Network Routing, Data Centers, TCP/IP, Open Shortest Path First (OSPF), Network Protocols, Network Switches, Virtual Machines, Network Administration, Virtual Local Area Network (VLAN), Virtualization, Wireless Networks, Virtual Private Networks (VPN), Network Monitoring, Computer Networking, Firewall, Network Troubleshooting, Network Architecture

    Beginner · Specialization · 3 - 6 Months

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    E

    EDUCBA

    AutoCAD Foundation & Core Drafting Mastery

    Skills you'll gain: AutoCAD, Architectural Drawing, 3D Modeling, Technical Drawing, Engineering Drawings, Visualization (Computer Graphics), Computer-Aided Design, 3D Assets, Drafting and Engineering Design, Architectural Design, Building Design, AutoCAD Civil 3D, As-Built Drawings, Computer Graphics, Design Software, User Interface (UI)

    Beginner · Specialization · 1 - 3 Months

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    L

    LearnQuest

    No-Code Model Evaluation, Communication, and Business Impact

    Skills you'll gain: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Illinois Urbana-Champaign

    The Future of Healthcare and Emerging Trends

    Skills you'll gain: Social Determinants Of Health, Community Health, Health Equity, Behavioral Economics, Health Administration, Consumer Behaviour, Business Modeling, Artificial Intelligence

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    Implementing and Integrating 5G O-RAN Systems (Advanced)

    Skills you'll gain: Interoperability, Virtualization, Software-Defined Networking, Cloud-Native Computing, Network Troubleshooting, Network Planning And Design, Automation, Network Architecture, Network Performance Management, Wireless Networks, Real Time Data, Systems Integration

    Advanced · Course · 1 - 4 Weeks

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    M

    Microsoft

    Intermediate C++ Programming Techniques

    Skills you'll gain: C++ (Programming Language), API Design, Software Architecture, Software Design, Maintainability, Data Structures, Generative AI Agents, Data Validation, Performance Tuning, Secure Coding, Verification And Validation, Algorithms, Debugging

    Beginner · Course · 1 - 3 Months

  • U

    University of California, Berkeley

    Master of Advanced Study in Engineering

    Skills you'll gain: User Research, Medical Imaging, File I/O, Materials science, Exploratory Data Analysis, Java Programming, Semiconductors, Medical Devices, Finite Element Methods, Teamwork, Energy and Utilities, Control Systems, Mechanics, Robotics, Environmental Engineering, Radiation Protection, Sustainable Engineering, Structural Engineering, Vibrations, Linear Algebra

    Earn a degree

    Degree · 1 - 4 Years

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    S

    Scrimba

    Build a Support Agent with Vercel AI SDK

    Skills you'll gain: OpenAI API, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Web Scraping, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

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    E

    EDUCBA

    Master Zoho Books: Analyze, Manage & Automate Accounting

    Skills you'll gain: Accounting Software, Financial Reporting, Business Reporting, Management Reporting, Project Accounting, Bookkeeping, Standard Accounting Practices, Accounting, Small Business Accounting, Ledgers (Accounting), General Accounting, Software As A Service, Expense Management, Order Management, Billing, Billing & Invoicing, Invoicing, System Configuration, Inventory Management System, Payment Processing

    Beginner · Course · 1 - 3 Months

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    C

    Coursera

    Managing AI Projects That Ship and Scale

    Intermediate · Specialization · 3 - 6 Months

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    E

    EDUCBA

    SAS: Apply & Evaluate Poisson & Negative Binomial Models

    Skills you'll gain: SAS (Software), Statistical Modeling, Statistical Programming, Regression Analysis, Statistical Analysis, Model Evaluation, Statistical Methods, Probability Distribution, Data Manipulation

    Mixed · Course · 1 - 4 Weeks

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

  • Equine Welfare and Management: University of California, Davis
  • CompTIA Network+ Certification (N10-009): The Total Guide: Packt
  • AutoCAD Foundation & Core Drafting Mastery: EDUCBA
  • No-Code Model Evaluation, Communication, and Business Impact: LearnQuest
  • The Future of Healthcare and Emerging Trends: University of Illinois Urbana-Champaign
  • Implementing and Integrating 5G O-RAN Systems (Advanced): Coursera
  • Intermediate C++ Programming Techniques: Microsoft
  • Master of Advanced Study in Engineering: University of California, Berkeley
  • Build a Support Agent with Vercel AI SDK: Scrimba
  • Master Zoho Books: Analyze, Manage & Automate Accounting: 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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