Data Mining

Data Mining is a process used to extract valuable information from large sets of data. Through pattern recognition, statistics, and database systems, it generates new insights to improve decision-making and predict outcomes. Coursera's data mining catalogue teaches you how to interpret and manage large datasets, apply data analysis techniques, and create predictive models. You'll learn about various data mining methodologies, including classification, association analysis, and cluster analysis. You'll also delve into machine learning concepts, big data analytics, and the application of data mining in various fields such as healthcare, finance, and marketing. With these skills, you'll be equipped to transform raw data into valuable business strategies.
31credentials
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Explore the Data Mining Course Catalog

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Data Visualization, Data Visualization Software, Text Mining, Data Presentation, Data Mining, Interactive Data Visualization, Data Storytelling, Dashboard, Tableau Software, Plot (Graphics), Natural Language Processing, Scatter Plots, Unsupervised Learning, Data Mapping, Unstructured Data, Statistical Analysis, Graphing, Big Data, Anomaly Detection, Analytics

    4.5
    Rating, 4.5 out of 5 stars
    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Data Mining, Unsupervised Learning, Data Warehousing, Data Pipelines, Data Processing, Data Integration, Data Modeling, Data Science, Data Cleansing, Big Data, Supervised Learning, Data Transformation, Data Quality, Classification And Regression Tree (CART), Anomaly Detection, Machine Learning Algorithms, Analytical Skills, Data Analysis, Descriptive Analytics, Applied Machine Learning

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    162 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    Status: Free Trial

    University of Michigan

    Skills you'll gain: Data Mining, Data Processing, Unsupervised Learning, Data Science, Anomaly Detection, Data Manipulation, Machine Learning Methods, Python Programming

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Data Mining, Unsupervised Learning, Data Science, Big Data, Supervised Learning, Classification And Regression Tree (CART), Data Analysis, Anomaly Detection, Machine Learning Algorithms, Advanced Analytics, Statistical Analysis, Predictive Modeling, Exploratory Data Analysis, Bayesian Statistics, Algorithms, Artificial Neural Networks

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    66 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview

    Eindhoven University of Technology

    Skills you'll gain: Business Process, Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Data Processing, Real Time Data, Data Science, Verification And Validation, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Data Mining, Big Data, Anomaly Detection, Text Mining, Unstructured Data, Spatial Analysis, Advanced Analytics, Statistical Methods, Image Analysis, Algorithms, Information Privacy

    4.3
    Rating, 4.3 out of 5 stars
    326 reviews

    Mixed · Course · 1 - 3 Months

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  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Processing, Data Integration, Data Modeling, Data Cleansing, Data Transformation, Data Quality, Data Analysis, Descriptive Analytics, Exploratory Data Analysis

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    104 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Data Mining, Data Pipelines, Big Data, Analytical Skills, Data Analysis, Applied Machine Learning, Exploratory Data Analysis, Technical Writing

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    IBM

    Skills you'll gain: Data Literacy, Data Mining, Big Data, Cloud Computing, Data Analysis, Data Science, Digital Transformation, Data-Driven Decision-Making, Deep Learning, Machine Learning, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    77K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Unsupervised Learning, Data Mining, Data Validation, Machine Learning Algorithms, Machine Learning Methods, Statistical Methods, Exploratory Data Analysis, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    408 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial

    University of California San Diego

    Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Exploratory Data Analysis, Big Data, Graph Theory, Data Pipelines, Database Design, Data Modeling, Regression Analysis, Data Mining, Data Management, Applied Machine Learning, Data Presentation, Scalability, Data Processing, Statistical Analysis, NoSQL, Database Management Systems, MongoDB

    4.5
    Rating, 4.5 out of 5 stars
    14K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    Status: Free Trial

    Illinois Tech

    Skills you'll gain: Machine Learning Algorithms, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Machine Learning, R Programming, Data Science, Statistical Modeling, Data Manipulation, R (Software), Data Mining, Statistical Programming, Data Validation, Feature Engineering

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    45 reviews

    Intermediate · Specialization · 3 - 6 Months