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.
30credentials
9online degrees
97courses

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Explore the Data Mining Course Catalog

  • Status: New
    Status: Preview

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Statistical Analysis, Dashboard, Data Warehousing, Data Storage, Data Security, Data Quality, Descriptive Statistics, Data Cleansing, Data Integrity, Relational Databases, Machine Learning

  • University of Colorado Boulder

    Skills you'll gain: Unsupervised Learning, Data Mining, Statistical Modeling, Supervised Learning, Probability, Deep Learning, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Service Level, Performance Testing, Dimensionality Reduction, Applied Machine Learning, Data Warehousing, Statistical Machine Learning, Data Pipelines, Data Processing, Software Engineering, Bash (Scripting Language), Data Science

  • Status: Preview

    University of California San Diego

    Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Processing, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Statistical Analysis, Analytics, No-Code Development, Software Installation

  • Status: Free Trial

    Fundação Instituto de Administração

    Skills you'll gain: Workforce Management, People Analytics, Big Data, HR Tech, Workforce Planning, Data Mining, Data-Driven Decision-Making, Human Resource Strategy, Deep Learning, Human Resources Management and Planning, Digital Transformation, Human Resources, Ggplot2, Data Visualization Software, Plot (Graphics), Data Modeling, R Programming, Data Science, Data Manipulation, Machine Learning

  • Status: Preview

    Pontificia Universidad Católica de Chile

    Skills you'll gain: Descriptive Analytics, Business Analytics, Data Mining, Analytics, Predictive Analytics, Business Intelligence, Business Analysis, Forecasting, Data Analysis, Trend Analysis, Data-Driven Decision-Making, Business Strategy, Decision Making

  • Status: Free Trial

    Skills you'll gain: Machine Learning Algorithms, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Science, Regression Analysis, Data Manipulation, Data Mining, Statistical Modeling, Python Programming, Feature Engineering, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Decision Tree Learning

  • Status: Free Trial

    Skills you'll gain: Peer Review, Data Modeling, Jupyter, Data Collection, Business Analysis, Data Science, Decision Tree Learning, Predictive Modeling, Software Development Methodologies, Data Processing, Business Requirements, Data Cleansing, Data Analysis, Data Mining, Data Quality, User Feedback, Stakeholder Engagement

  • Status: Free Trial

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, ChatGPT, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, Data Warehousing, Data Ethics, Data Infrastructure, Data Architecture, Data Mining, Data Synthesis, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Artificial Intelligence, Machine Learning, Data Quality

  • Status: Free Trial

    University of California San Diego

    Skills you'll gain: Exploratory Data Analysis, Apache Spark, Big Data, Regression Analysis, Data Mining, Applied Machine Learning, Statistical Analysis, Machine Learning, Data Analysis, Unsupervised Learning, Data Transformation, Predictive Modeling, Data Cleansing, Supervised Learning, Decision Tree Learning

  • Status: Free Trial

    Stanford University

    Skills you'll gain: Feature Engineering, Data Ethics, Clinical Research, Clinical Data Management, Health Informatics, Unstructured Data, Health Care, Data Mining, Electronic Medical Record, Data Transformation, Data Collection, Text Mining, Data Processing, Medical Imaging

  • Status: New
    Status: Preview

    Skills you'll gain: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting

  • Status: Free Trial

    Skills you'll gain: Data Storytelling, Data Visualization, Big Data, Data Visualization Software, Data Analysis, Dashboard, IBM Cognos Analytics, Statistical Analysis, Data Mining, Apache Hadoop, Data Collection, Tree Maps, Excel Formulas, Data Wrangling, Apache Hive, Data Mart, Data Science, Microsoft Excel, Data Warehousing, Data Cleansing