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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


  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    Genomics for Law

    Skills you'll gain: Intellectual Property, Healthcare Ethics, Medical Science and Research, Clinical Research Ethics, Criminal Investigation and Forensics, Informed Consent, Medical Privacy, Institutional Review Board (IRB), Legal Risk, Data Ethics, Law, Regulation, and Compliance, Information Privacy, Legal Proceedings, Regulation and Legal Compliance, Life Sciences, Personal Injury Law, Case Law, Biotechnology, Health Insurance Portability And Accountability Act (HIPAA) Compliance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    161 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    E

    EDUCBA

    Linux & Python: Automate & Manage Systems

    Skills you'll gain: Linux, Scripting, Linux Administration, Linux Commands, Scripting Languages, Operating System Administration, Data Persistence, Bash (Scripting Language), Shell Script, Unix Shell, Systems Administration, IT Automation, Software Installation, Command-Line Interface, Object-Relational Mapping, YAML, System Programming, Python Programming, Persistence, Operational Efficiency

    4.8
    Rating, 4.8 out of 5 stars
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    48 reviews

    Mixed · Course · 1 - 3 Months

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    Status: Free Trial
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    C

    Coursera

    Model Training & Evaluation

    Skills you'll gain: Model Training, Model Optimization, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Analytics, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Real-world End to End Machine Learning Ops on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, LLM Application, Cloud Management, Model Training, Cloud Computing, CI/CD, Model Optimization, Cloud Deployment, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master XPath Querying for XML and Automation

    Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Selenium (Software), Test Script Development, Scalability, Software Testing, Web Applications, Test Automation, Automation, Maintainability, Hypertext Markup Language (HTML)

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Apache Airflow, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Verification And Validation, Content Performance Analysis, Statistical Methods, Quality Assessment, Statistical Hypothesis Testing, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    G

    Google Cloud

    Machine Learning Operations (MLOps): Getting Started - 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, DevOps, AI Workflows, Model Training, Devops Tools, Model Evaluation, Cloud Deployment, Automation, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    C

    Coursera

    Secure Your Workspace Collaboration & Governance

    Skills you'll gain: Security Controls, Security Management, Data Security, System Configuration, Security Awareness, Project Management Software, Identity and Access Management, Multi-Factor Authentication, Authentications

    Beginner · Course · 1 - 4 Weeks

  • H

    HEC Paris

    CAPSTONE: Your Leadership Challenge

    Skills you'll gain: Storytelling, Leadership Development, Trustworthiness, Leadership, Self-Awareness, Relationship Building, Oral Expression, Strategic Leadership, Accountability, Resilience, Personal Development, Visionary, Organizational Leadership, Professional Development, Verbal Communication Skills, Innovation, Persuasive Communication, Presentations, Forecasting, Strategic Planning

    4.7
    Rating, 4.7 out of 5 stars
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    83 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    C

    Coursera

    Ensure Ethical AI & Debiasing

    Skills you'll gain: Data Ethics, Responsible AI, Ethical Standards And Conduct, Technical Communication, Stakeholder Communications, Model Evaluation, Risk Mitigation, Data Preprocessing, People Analytics, Sampling (Statistics), Performance Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Security in Google Cloud en Français

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Cloud Infrastructure, Google Cloud Platform, Identity and Access Management, Cloud Development, Infrastructure As A Service (IaaS), Cloud Applications, Kubernetes, Cloud Security, Prompt Engineering, Cloud Storage, Cloud Services, Virtual Machines, Generative AI Agents, Virtual Networking, Encryption, Security Controls, OAuth, Cloud Computing, Threat Management

    4.6
    Rating, 4.6 out of 5 stars
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    87 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Genomics for Law: University of Illinois Urbana-Champaign
  • Linux & Python: Automate & Manage Systems: EDUCBA
  • Model Training & Evaluation: Coursera
  • Introduction to Analytics Engineering: Edureka
  • Real-world End to End Machine Learning Ops on Google Cloud: Packt
  • Master XPath Querying for XML and Automation: EDUCBA
  • Automate, Analyze, and Evaluate ML Experiments: Coursera
  • Machine Learning Operations (MLOps): Getting Started - 日本語版: Google Cloud
  • Secure Your Workspace Collaboration & Governance: Coursera
  • CAPSTONE: Your Leadership Challenge: HEC Paris

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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