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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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    Board Infinity

    Java Spring Boot Backend Development

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Track Tasks & Reports

    Skills you'll gain: Management Reporting, Issue Tracking, Business Reporting, Workflow Management, Document Management, Consolidation, Data Cleansing, Data Validation, Content Management Systems, Verification And Validation, Content Management

    Intermediate · Course · 1 - 4 Weeks

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    University of Pittsburgh

    Cloud Computing Fundamentals

    Skills you'll gain: Cloud Computing, Cloud Services, Cloud Computing Architecture, Cloud Infrastructure, Virtualization, Cloud Platforms, Virtual Machines, Data Infrastructure, Scalability, NoSQL, Cloud Storage, Database Design, Database Management, Data Warehousing, MongoDB, MySQL, SQL, Application Programming Interface (API), Python Programming, Git (Version Control System)

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Digital Campaign Tracking and Optimization Fundamentals

    Skills you'll gain: Campaign Management, Keyword Research, Digital Marketing, Pay Per Click Advertising, Email Marketing, Digital Advertising, Performance Analysis, Performance Metric, Marketing Effectiveness, Web Analytics, Google Ads, Marketing Channel, Social Media Management, Key Performance Indicators (KPIs), Social Media, Social Media Strategy, Content Creation, Content Management, Content Strategy, Data Analysis

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Develop a Java Library Management System with JUnit

    Skills you'll gain: JUnit, Java Programming, Unit Testing, Java, Software Testing, Quality Assurance, Test Case, Software Development, Application Development, Data Validation, Object Oriented Programming (OOP), Debugging, User Interface (UI), Command-Line Interface, Data Modeling, Requirements Analysis

    Mixed · Course · 1 - 4 Weeks

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    University of California, Irvine

    Getting Started with Go

    Skills you'll gain: Data Management, File I/O, Network Protocols

    4.6
    Rating, 4.6 out of 5 stars
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    2.5K reviews

    Intermediate · Course · 1 - 3 Months

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    Duke University

    Climate Change Leadership for Community Resilience

    Skills you'll gain: Community Organizing, Climate Change Programs, Community Development, Climate Change Adaptation, Professional Development, Community Outreach, Leadership, Environment and Resource Management, Social Impact, Sustainable Development, Visionary, Environmental Policy, Sustainable Systems, Collaboration, Governance, Innovation, Environmental Science, Personal Development, Ethical Standards And Conduct, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
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    28 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Asana Power User: Automation, Security & Integrations

    Skills you'll gain: Data Loss Prevention, AI Security, Quality Assurance, Hardening, Compliance Reporting, Incident Response, Responsible AI, Threat Management, Information Privacy, Team Performance Management, Stakeholder Communications, Data Quality, Data Mapping, Jira (Software), Project Management Software, Enterprise Security, Automation, Compliance Management, Single Sign-On (SSO), Process Engineering

    Advanced · Specialization · 3 - 6 Months

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    John Wiley & Sons

    Artificial Intelligence in Practice for Business

    Skills you'll gain: AI Personalization, AI Enablement, Fraud detection, AI Product Strategy, Artificial Intelligence, Digital Transformation, Business Analytics, Business Process Automation, Social Media, Health Technology, Retail Store Operations, Deep Learning, Automation, Retail Sales, Machine Learning, Data-Driven Decision-Making, Computer Vision, Operational Efficiency, Natural Language Processing, Predictive Analytics

    Beginner · Course · 3 - 6 Months

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    École Polytechnique

    How to Write and Publish a Scientific Paper (Project-Centered Course)

    Skills you'll gain: Peer Review, Journals, Scientific Methods, Research, Research Design, Proofreading, Research Methodologies, Editing, Ethical Standards And Conduct, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    2.7K reviews

    Mixed · Course · 1 - 4 Weeks

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    SkillUp

    Customer Identification Program - US

    Skills you'll gain: Compliance Training, Financial Regulation, Personally Identifiable Information, Workflow Management, Fraud detection, Data Validation, Financial Systems, Data Collection, Finance

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    Amazon Web Services

    Amazon Bedrock - Getting Started with Generative AI

    Skills you'll gain: Amazon Bedrock, Generative AI, AI Enablement, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
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    202 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Java Spring Boot Backend Development: Board Infinity
  • Track Tasks & Reports: Coursera
  • Cloud Computing Fundamentals: University of Pittsburgh
  • Digital Campaign Tracking and Optimization Fundamentals: Coursera
  • Develop a Java Library Management System with JUnit: EDUCBA
  • Getting Started with Go: University of California, Irvine
  • Climate Change Leadership for Community Resilience: Duke University
  • Asana Power User: Automation, Security & Integrations: Coursera
  • Artificial Intelligence in Practice for Business: John Wiley & Sons
  • How to Write and Publish a Scientific Paper (Project-Centered Course): École Polytechnique

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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