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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


  • U

    University of Michigan

    AI for Energy and Biomedical Applications

    Skills you'll gain: Precision Medicine, Biomedical Engineering, Energy and Utilities, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Deep Learning, Sustainable Technologies, Generative AI, Applied Machine Learning, Predictive Modeling, Molecular Biology, Anomaly Detection, Pharmacology

    4.3
    Rating, 4.3 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AWS Cloudfront: Serve content from multiple S3 buckets

    Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Hosting, Distributed Computing, Content Management Systems, System Configuration

    4.7
    Rating, 4.7 out of 5 stars
    ·
    86 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Google Workspace Troubleshooting

    Skills you'll gain: Google Workspace, Gmail, Technical Support, Email Security, Technical Communication, Debugging, Data Access, Cloud Storage, Security Controls, Event Monitoring, File Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Santa Cruz

    GO Programming for Everyone: Part 1

    Skills you'll gain: File I/O, Debugging, Go (Programming Language), C (Programming Language), Program Development, Integrated Development Environments, Data Structures, Computer Programming, Algorithms

    3.9
    Rating, 3.9 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Front-End Developers

    Skills you'll gain: Front-End Web Development, Frontend Performance, Responsible AI, Data Ethics, Frontend Integration, Generative AI, Code Review, User Interface and User Experience (UI/UX) Design, Prompt Engineering, Software Documentation, UI/UX Strategy, Test Automation, Test Tools, HTML and CSS

    4.4
    Rating, 4.4 out of 5 stars
    ·
    38 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Building with Code: Programming Fundamentals and Open Source

    Skills you'll gain: Open Source Technology, Package and Software Management, Web Development, Linux, Shell Script, Database Design, Ubuntu, Relational Databases, Web Development Tools, Unix Shell, Test Driven Development (TDD), Python Programming, Linux Administration, Databases, Object Oriented Programming (OOP), Operating System Administration, Scripting Languages, Computer Programming, Javascript, Database Management

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    66 reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Machine Learning with Python: Diabetes Prediction

    Skills you'll gain: Jupyter, Data Transformation, Logistic Regression, Machine Learning Methods, Health Informatics, Applied Machine Learning, Data Preprocessing, Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Predictive Analytics, Analytics, Classification Algorithms, Pandas (Python Package), Software Installation

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Notion for Beginners: Intro to AI Marketing Template Mastery

    Skills you'll gain: Marketing Automation, Marketing Planning, AI Enablement, Marketing Strategies, Marketing, Campaign Management, ChatGPT, Databases, Automation, Project Planning, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
    ·
    22 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • N

    National Taiwan University

    商管統計資料分析二 (Analytics for Business and Management (II))

    Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Methods, Data Visualization, R Programming, Statistical Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytics, Data Analysis, Statistical Hypothesis Testing, Variance Analysis

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Document and Evaluate LLM Prompting Success

    Skills you'll gain: Prompt Engineering, Prompt Patterns, MLOps (Machine Learning Operations), Technical Documentation, Performance Tuning, Large Language Modeling, Technical Writing, Configuration Management, Performance Testing, Data Maintenance, Benchmarking, Requirements Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Google Analytics for SEO Queries

    Skills you'll gain: Google Analytics, Web Analytics and SEO, Search Engine Optimization, Web Analytics, Content Performance Analysis, Keyword Research, Prioritization, Data Import/Export, Workflow Management, Content Strategy, Data Integration, User Research, Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Protocolo de investigación médica: diseño y desarrollo

    Skills you'll gain: Institutional Review Board (IRB), Clinical Research Ethics, Sampling (Statistics), Healthcare Ethics, Scientific Methods, Statistical Analysis, Clinical Research, Statistical Inference, General Science and Research, Informed Consent, Descriptive Statistics, Technical Writing, Artificial Intelligence

    4.9
    Rating, 4.9 out of 5 stars
    ·
    60 reviews

    Beginner · Course · 3 - 6 Months

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

  • AI for Energy and Biomedical Applications: University of Michigan
  • AWS Cloudfront: Serve content from multiple S3 buckets: Coursera
  • Google Workspace Troubleshooting: Google Cloud
  • GO Programming for Everyone: Part 1: University of California, Santa Cruz
  • GenAI for Front-End Developers: Coursera
  • Building with Code: Programming Fundamentals and Open Source: Illinois Tech
  • Machine Learning with Python: Diabetes Prediction: EDUCBA
  • Notion for Beginners: Intro to AI Marketing Template Mastery: Coursera
  • 商管統計資料分析二 (Analytics for Business and Management (II)): National Taiwan University
  • Document and Evaluate LLM Prompting Success: Coursera

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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