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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: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Surveillance Systems: Analysis, Dissemination, and Special Systems

    Skills you'll gain: Epidemiology, Trend Analysis, Chronic Diseases, Public Health, Public Health and Disease Prevention, Event Monitoring, Infection Control, Data Analysis, Descriptive Analytics, Technical Communication, Anomaly Detection, Infectious Diseases, Law, Regulation, and Compliance, Data Collection, Information Privacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    389 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Feature Engineering 日本語版

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Processing, Data Store, Data Transformation, Machine Learning Methods, Keras (Neural Network Library), Data Pipelines, Statistical Machine Learning, Data Modeling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Probability and Statistical Methods

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Statistical Programming, Probability Distribution, Data Analysis, Statistical Software, Markov Model, Data Science, Statistical Modeling, Statistics, Statistical Inference, Probability, Correlation Analysis, R Programming

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI in Law: Research, Risk, and Legal Drafting

    Skills you'll gain: Legal Technology, Legal Strategy, Legal Risk, Responsible AI, Data Ethics, Arbitration, Legal Research, Compliance Management, Law, Regulation, and Compliance, Document Management, Regulation and Legal Compliance, AI literacy, Generative AI, Generative AI Agents, Litigation Support, Client Services, Compliance Training, Regulatory Compliance, Artificial Intelligence, Risk Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    93 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Physics 102 - Electric Charges and Fields

    Skills you'll gain: electromagnetics, Electrical Engineering, Physics, Mechanics, Electrical Systems, Calculus, Integral Calculus, Engineering Calculations, Scientific Visualization, Mathematical Modeling, Problem Solving, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
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    204 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Engineer Professional Certificate en Español

    Skills you'll gain: Kubernetes, Identity and Access Management, Cloud Infrastructure, Google Cloud Platform, Cloud Applications, Containerization, Load Balancing, Cloud Computing, Cloud Management, Application Deployment, Infrastructure As A Service (IaaS), Cloud-Native Computing, Cloud Engineering, Cloud Solutions, Cloud Computing Architecture, Cloud Services, Data Storage Technologies, Data Storage, Cloud Storage, Infrastructure Architecture

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.7K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Regression Modeling for Marketers

    Skills you'll gain: Statistical Software, Marketing Analytics, Model Evaluation, Regression Analysis, Data-Driven Marketing, Statistical Modeling, Data Visualization, Statistical Methods, Statistical Analysis, Strategic Marketing, Market Analysis, Marketing, Predictive Analytics, Predictive Modeling, Logistic Regression, Customer Insights, Target Market, Statistical Hypothesis Testing, Variance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad de Chile

    Inclusión social de personas con discapacidad desde un enfoque de derechos.

    Skills you'll gain: Disabilities, Health Equity, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Health Disparities, Special Education, Social Work, Social Justice, Education and Training, Health Policy, Social Determinants Of Health, Diversity Awareness, Community and Social Work, Rehabilitation, Health Care, Design Elements And Principles, Epidemiology, Empowerment, Data Collection

    4.8
    Rating, 4.8 out of 5 stars
    ·
    368 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    .NET FullStack Developer

    Skills you'll gain: HTML and CSS, React.js, ASP.NET, Restful API, .NET Framework, Web Applications, Web Services, Hypertext Markup Language (HTML), Front-End Web Development, JSON, Application Development, JavaScript Frameworks, Model View Controller, Web Design and Development, Application Frameworks, Web Development Tools, Development Environment, Web Development, Microsoft Visual Studio, Cascading Style Sheets (CSS)

    4.2
    Rating, 4.2 out of 5 stars
    ·
    354 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet

    Skills you'll gain: Email Automation, Prompt Engineering, ChatGPT, HubSpot CRM, Google Sheets, Workflow Management, Automation, Gmail, AI Workflows, AI Integrations, Unstructured Data, Generative AI

    5
    Rating, 5 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Splunk Inc.

    Splunk Search Expert

    Skills you'll gain: Splunk, Correlation Analysis, Data Transformation, Interactive Data Visualization, Data Manipulation, Data Visualization Software, Dashboard Creation, Data Wrangling, Performance Tuning, Model Optimization, Dashboard, Statistical Analysis, Data Processing, Analysis, Data Modeling, Business Intelligence, Data Analysis, Big Data, Data Science, Business Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    286 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Model Optimization, Large Language Modeling, Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Model Training, Deep Learning, Applied Machine Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Surveillance Systems: Analysis, Dissemination, and Special Systems: Johns Hopkins University
  • Feature Engineering 日本語版: Google Cloud
  • Advanced Probability and Statistical Methods: Johns Hopkins University
  • AI in Law: Research, Risk, and Legal Drafting: Coursera
  • Physics 102 - Electric Charges and Fields: Rice University
  • Preparing for Google Cloud Certification: Cloud Engineer Professional Certificate en Español: Google Cloud
  • Regression Modeling for Marketers: University of Colorado System
  • Inclusión social de personas con discapacidad desde un enfoque de derechos.: Universidad de Chile
  • .NET FullStack Developer: Board Infinity
  • ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet: Vanderbilt University

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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