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  • Data Mining

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


  • P

    Packt

    Advanced Security Intelligence with Sumo Logic

    Skills you'll gain: Security Information and Event Management (SIEM), MITRE ATT&CK Framework, AI Security, Cyber Threat Intelligence, Continuous Monitoring, Threat Detection, Threat Management, Event Monitoring, AI Integrations, Computer Security Incident Management, Analysis, Incident Response, Cybersecurity, Data Integration, Automation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Introduction to Relational Databases

    Skills you'll gain: Database Systems, Relational Databases, Database Software, Databases, Database Management, Database Theory, Database Design, Database Management Systems, SQL, Database Application, Query Languages, Performance Tuning, Data Integrity, Data Manipulation, Authorization (Computing), Data Processing

    4.4 stars, 34 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • J

    Johns Hopkins University

    Johns Hopkins Medical Office Manager

    Skills you'll gain: Medical Billing and Coding, Denial Management, Patient Registration, Care Management, Medical Privacy, Revenue Cycle Management, Practice Management, Organizational Change, Change Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Performance Review, Data Management, ICD Coding (ICD-9/ICD-10), Medical Terminology, Claims Processing, Medical Billing, Patient Safety, Continuous Quality Improvement (CQI), Medical Management, Data Analysis

    4.7 stars, 434 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (434) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • P

    Packt

    Natural Language Processing with Real-World Projects

    Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Embeddings, Statistical Visualization, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Data Manipulation, Model Optimization, Machine Learning Methods, Pivot Tables And Charts, Linear Algebra, Deep Learning, Text Mining, Unstructured Data, Classification Algorithms, Markov Model, Data Preprocessing, Python Programming

    4.8 stars, 12 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (12) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Security Analyst Fundamentals

    Skills you'll gain: Digital Forensics, Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Penetration Testing, Computer Security Incident Management, Threat Detection, MITRE ATT&CK Framework, Cryptography, Security Testing, Incident Management, Application Security, Encryption, Security Management, Cybersecurity, Vulnerability Scanning, Cyber Security Assessment, Brute-force attacks, Vulnerability Assessments, Security Awareness

    4.7 stars, 4.6K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (4.6K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Microsoft Power Platform Solutions Architect's Handbook

    Skills you'll gain: Power Platform Architecture & Technical Design, Business Workflow Analysis, Process Analysis, Microsoft Power Platform, Process Mapping, Application Lifecycle Management, Microsoft Copilot, Business Continuity Planning, Solution Architecture, Data Loss Prevention, Business Process Improvement, Functional Requirement, Disaster Recovery, Enterprise Architecture, Digital Transformation, Data Modeling, Planning, Business Process, Risk Mitigation, Stakeholder Management

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Information Security and Cybersecurity Essentials

    Skills you'll gain: Cybersecurity, Security Awareness, Computer Security Awareness Training, Cyber Attacks, Cyber Risk, Cyber Security Strategy, Information Systems Security, Security Management, Security Controls, Data Security, Computer Security, Risk Mitigation, Security Strategy, Incident Response, Risk Management, Vulnerability Management, Malware Protection, Encryption, Authorization (Computing), Authentications

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Android App Development

    Skills you'll gain: Git (Version Control System), JUnit, Android Studio, Android Development, Java, Unit Testing, Android (Operating System), Version Control, Java Programming, Maintainability, Software Design Patterns, Object Oriented Design, Object Oriented Programming (OOP), Test Automation, File I/O, Integration Testing, Test Driven Development (TDD), Mobile Development, Software Testing, Testability

    4.5 stars, 3.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (3.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Simplilearn

    AI & Deep Learning Concepts and Applications

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence, Tensorflow, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Deep Learning, Machine Learning, Applied Machine Learning, AI literacy, Data Ethics, Supervised Learning, Responsible AI, Unsupervised Learning, Model Training, Digital Transformation

    4.1 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    AI, Copilot, and Enterprise Implementation in Power Platform

    Skills you'll gain: Power Platform Architecture & Technical Design, Microsoft Power Platform, Application Lifecycle Management, Microsoft Copilot, AI Enablement, Solution Architecture, AI Product Strategy, AI Integrations, Enterprise Application Management, Release Management, Azure DevOps, Solution Delivery, Development Environment, Enterprise Architecture, System Implementation, Decision Intelligence, Azure DevOps Pipelines, AI Workflows, Automation, Data Modeling

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Security, Governance & DevOps

    Skills you'll gain: Microsoft Azure, Azure DevOps, Azure DevOps Pipelines, Microsoft Power Platform, Enterprise Architecture, Power BI, Data Architecture, Enterprise Application Management, Git (Version Control System), Application Deployment, Continuous Deployment, Capacity Management, Version Control, Solution Delivery, Solution Architecture, Data Management, Data Pipelines, Process Validation, Data Security, Data Integrity

    Advanced · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    Generative AI: Prompt Engineering Basics

    Skills you'll gain: Prompt Engineering Tools, Prompt Patterns, Responsible AI, Generative Model Architectures, Google Gemini, AI literacy, LLM Application, Model Evaluation, Debugging

    4.7 stars, 82 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (82) · Beginner · Course · 1 - 4 Weeks

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

  • Advanced Security Intelligence with Sumo Logic: Packt
  • Introduction to Relational Databases: Illinois Tech
  • Johns Hopkins Medical Office Manager: Johns Hopkins University
  • Natural Language Processing with Real-World Projects: Packt
  • Security Analyst Fundamentals: IBM
  • Microsoft Power Platform Solutions Architect's Handbook: Packt
  • Information Security and Cybersecurity Essentials: John Wiley & Sons
  • Android App Development: Vanderbilt University
  • AI & Deep Learning Concepts and Applications: Simplilearn
  • AI, Copilot, and Enterprise Implementation in Power Platform: 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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