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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


  • U

    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, Java, Software Engineering, Java Programming, User Interface and User Experience (UI/UX) Design, Unit Testing, Software Design, Software Architecture, API Design, Model View Controller, Software Development, Test Driven Development (TDD), Programming Principles, Conceptual Design, Databases

    ★ 4.3 (23) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • A

    Arizona State University

    Electrical Characterization: MOSFETs

    Skills you'll gain: Semiconductors, Application Specific Integrated Circuits, Electronic Components, Laboratory Research, Electrical Engineering, Electronics Engineering, Engineering, Scientific, and Technical Instruments, Electronics

    ★ 4.6 (21) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Google Sheets - Advanced Topics en español

    Skills you'll gain: Google Sheets, Data Validation, Spreadsheet Software, Data Visualization, Google Workspace, Productivity Software, Automation, Data Analysis Software, Business Solutions, Data Integration, Analysis

    ★ 4.7 (67) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Hadoop Projects: Apply MapReduce, Pig & Hive

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Data Integration, Data Analysis, Analytics, Social Media Analytics, Data Processing, Query Languages, Data Transformation, Data Preprocessing, Scripting Languages, Scripting

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    GRC Fundamentals - Learn Governance, Risk, and Compliance

    Skills you'll gain: Risk Management Framework, Compliance Auditing, Regulatory Compliance, Cyber Governance, Communication Strategies, Internal Auditing

    ★ 4.8 (8) · Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Dive Deep into Python

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Python Programming, Programming Principles, Code Reusability, Object Oriented Design, File Management, Data Structures, Computer Programming, Algorithms, Data Storage, Computational Logic

    ★ 3.9 (12) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Create a Mortgage Calculator in Excel

    Skills you'll gain: Financial Data, Microsoft Excel, Microsoft Office, Spreadsheet Software, Excel Formulas, Microsoft 365, Mortgage Loans, Loans, Timelines

    ★ 4.4 (33) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • K

    KodeKloud

    Linux for beginners with Hands-on Labs

    Skills you'll gain: Package and Software Management, Command-Line Interface, Linux Commands, Linux, Ubuntu, Linux Administration, File Systems, Linux Servers, Data Storage, Network Troubleshooting, Operating Systems, Red Hat Enterprise Linux, Data Storage Technologies, Remote Access Systems, Operating System Administration, System Support, Software Installation, File Management, Service Management, General Networking

    ★ 4.4 (21) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Analyze, Engineer, and Boost AI ROI

    Skills you'll gain: Feature Engineering, Data Analysis, Business Analysis, Return On Investment, Data Storytelling, Performance Measurement, Business Metrics, Statistical Inference, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

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

    Packt

    Oracle Database Administration from Zero to Hero

    Skills you'll gain: Oracle Databases, Database Administration, Relational Databases, Database Management Systems, Database Architecture and Administration, Data Import/Export, Patch Management, Memory Management, Database Systems, Operational Databases, Multi-Tenant Cloud Environments, Data Migration, Database Management, Software Installation, Performance Tuning, Database Software, Server Administration, Data Maintenance, Query Languages, User Accounts

    ★ 4.7 (12) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Healthcare and Hospital Management

    Skills you'll gain: Healthcare Ethics, Medical Equipment and Technology, Health Care Administration, Hospital Experience, Nursing Management, Nursing Administration, Health Systems, Infection Control, Medical Equipment, Intensive Care Unit, Health Administration, Medical Support, Medical Management, Telehealth, Health Informatics, Health Information Management, Patient Flow, Bed Management, Hospital Admissions, Health Technology

    ★ 3.3 (6) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • W

    Whizlabs

    Exam Prep SCS-C02: AWS Certified Security – Specialty

    Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Amazon Web Services, Patch Management, Amazon CloudWatch, Infrastructure Security, Threat Detection, Amazon S3, Vulnerability Scanning, Data Security, Cloud Security, Network Security, Threat Management, Incident Response, Data Governance, Security Assertion Markup Language (SAML), Authorization (Computing), Continuous Monitoring, Cyber Governance, Firewall

    ★ 4.4 (28) · Advanced · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular data mining courses

  • Object-Oriented Analysis & Design: University of Colorado Boulder
  • Electrical Characterization: MOSFETs: Arizona State University
  • Google Sheets - Advanced Topics en español: Google Cloud
  • Hadoop Projects: Apply MapReduce, Pig & Hive: EDUCBA
  • GRC Fundamentals - Learn Governance, Risk, and Compliance: Packt
  • Dive Deep into Python: Board Infinity
  • Create a Mortgage Calculator in Excel: Coursera
  • Linux for beginners with Hands-on Labs: KodeKloud
  • Analyze, Engineer, and Boost AI ROI: Coursera
  • Oracle Database Administration from Zero to Hero: Packt

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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