Coursera
  • Online DegreeExplore Bachelor’s & Master’s degrees
  • MasterTrack™Earn credit towards a Master’s degree
  • University CertificatesAdvance your career with graduate-level learning
Find your New CareerFor EnterpriseFor Universities
  • Browse
  • Top Courses
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Data Mining

    Filter by

    365 results for "data mining"

    • Placeholder
      University of Illinois at Urbana-Champaign

      Pattern Discovery in Data Mining

      Skills you'll gain: Data Analysis, Data Mining, Machine Learning, Machine Learning Algorithms, Algorithms, Applied Machine Learning, Probability & Statistics, Spatial Data Analysis, Statistical Analysis, Theoretical Computer Science

      4.3

      (314 reviews)

      Mixed · Course · 1-3 Months

    • Placeholder
      University of Illinois at Urbana-Champaign

      Cluster Analysis in Data Mining

      Skills you'll gain: Machine Learning, Machine Learning Algorithms, Python Programming, Statistical Programming, Algorithms, Calculus, Data Analysis, Data Mining, Mathematics, Natural Language Processing, Theoretical Computer Science

      4.5

      (399 reviews)

      Mixed · Course · 1-3 Months

    • Placeholder
      University of Colorado Boulder

      Data Mining Methods

      Skills you'll gain: Theoretical Computer Science, Algorithms

      3.0

      (6 reviews)

      Intermediate · Course · 1-4 Weeks

    • Placeholder
      University of California, Irvine

      Intro to Analytic Thinking, Data Science, and Data Mining

      Skills you'll gain: Business Analysis, Data Analysis, Data Management, Probability & Statistics, Big Data, Data Mining, Data Structures, Statistical Analysis, Theoretical Computer Science, Advertising, Communication

      4.1

      (104 reviews)

      Intermediate · Course · 1-4 Weeks

    • Placeholder
      University of Colorado Boulder

      Data Mining Pipeline

      Skills you'll gain: Data Management, Data Analysis, Data Mining, Data Warehousing, General Statistics, Probability & Statistics

      3.1

      (17 reviews)

      Intermediate · Course · 1-4 Weeks

    • Placeholder
      University of Glasgow

      Data mining of Clinical Databases - CDSS 1

      5.0

      (8 reviews)

      Intermediate · Course · 1-4 Weeks

    • Placeholder
      Placeholder
      University of Illinois at Urbana-Champaign

      Data Mining Project

      Skills you'll gain: Algorithms, Business Psychology, Computer Graphics, Computer Programming, Data Analysis, Data Mining, Data Visualization, Entrepreneurship, General Statistics, Geovisualization, Machine Learning, Natural Language Processing, Probability & Statistics, Project Management, Python Programming, Statistical Programming, Strategy and Operations, Theoretical Computer Science

      4.6

      (42 reviews)

      Mixed · Course · 1-3 Months

    • Placeholder
      Placeholder
      Università di Napoli Federico II

      Machine Learning e Data Mining in R

      Skills you'll gain: R Programming, Statistical Programming

      Intermediate · Course · 1-4 Weeks

    • Placeholder
      Placeholder
      Coursera Project Network

      Twitter API: Mining Data using Orange Data Mining Platform

      Skills you'll gain: Data Mining

      Beginner · Guided Project · Less Than 2 Hours

    • Placeholder

      Free

      Placeholder
      Indian Institute of Technology Roorkee

      Data Mining for Smart Cities

      Skills you'll gain: Machine Learning, Mathematics, Python Programming

      Beginner · Course · 1-3 Months

    • Placeholder
      Placeholder
      IBM Skills Network

      IBM Data Analyst

      Skills you'll gain: Data Analysis, Python Programming, Data Visualization, Exploratory Data Analysis, Basic Descriptive Statistics, Data Structures, Statistical Programming, Data Science, Statistical Visualization, Plot (Graphics), Data Management, General Statistics, SQL, Databases, Business Analysis, Microsoft Excel, Spreadsheet Software, Data Mining, Statistical Analysis, Programming Principles, Probability & Statistics, Regression, Machine Learning, Algebra, Computer Programming, Data Analysis Software, Database Theory, Probability Distribution, Applied Machine Learning, Statistical Tests, Big Data, Correlation And Dependence, Data Visualization Software, Estimation, NoSQL, Geovisualization, ArcGIS, Cloud Computing, Data Warehousing, Database Application, Extract, Transform, Load, HTML and CSS, Knitr, Mathematics, Minitab, PostgreSQL, R Programming, SAS (Software), SPSS, Apache, Computational Logic, Computer Programming Tools, Database Administration, Econometrics, Interactive Data Visualization, Leadership and Management, Mathematical Theory & Analysis, Operating Systems, Professional Development, Statistical Machine Learning, System Programming, Theoretical Computer Science

      4.6

      (62.3k reviews)

      Beginner · Professional Certificate · 3-6 Months

    • Placeholder
      Placeholder
      Placeholder
      DeepLearning.AI, Stanford University

      Machine Learning

      Skills you'll gain: Machine Learning, Probability & Statistics, Machine Learning Algorithms, General Statistics, Theoretical Computer Science, Applied Machine Learning, Algorithms, Artificial Neural Networks, Regression, Econometrics, Computer Programming, Deep Learning, Python Programming, Statistical Programming, Mathematics, Tensorflow, Data Management, Data Structures, Statistical Machine Learning, Reinforcement Learning, Probability Distribution, Mathematical Theory & Analysis, Data Analysis, Data Mining, Linear Algebra, Computer Vision, Calculus, Feature Engineering, Bayesian Statistics, Operations Research, Research and Design, Strategy and Operations, Computational Logic, Accounting, Communication

      4.9

      (9.3k reviews)

      Beginner · Specialization · 1-3 Months

    Searches related to data mining

    data mining project
    data mining methods
    data mining foundations and practice
    data mining pipeline
    data mining of clinical databases - cdss 1
    data mining for smart cities
    predictive analytics and data mining
    cluster analysis in data mining
    1234…31

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

    • Pattern Discovery in Data Mining: University of Illinois at Urbana-Champaign
    • Cluster Analysis in Data Mining: University of Illinois at Urbana-Champaign
    • Data Mining Methods: University of Colorado Boulder
    • Intro to Analytic Thinking, Data Science, and Data Mining: University of California, Irvine
    • Data Mining Pipeline: University of Colorado Boulder
    • Data mining of Clinical Databases - CDSS 1: University of Glasgow
    • Data Mining Project: University of Illinois at Urbana-Champaign
    • Machine Learning e Data Mining in R: Università di Napoli Federico II
    • Twitter API: Mining Data using Orange Data Mining Platform: Coursera Project Network
    • Data Mining for Smart Cities: Indian Institute of Technology Roorkee

    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)

    Frequently Asked Questions about Data Mining

    • Data mining is the process of discovering meaningful patterns in large datasets to help guide an organization’s decision-making. With the use of techniques like regression, classification, and cluster analysis, data mining can sort through vast amounts of raw data to analyze customer preferences, detect fraudulent transactions, or perform social network analyses. Data mining is important because it delivers the descriptive and predictive analytics needed by an organization to increase productivity and sales, reduce costs, and prepare for the future.

      Like other areas of data science, data mining typically relies on the Python programming language for tasks like data cleansing, data organization, and machine learning (ML) applications. In social data mining, data clustering algorithms are used to inform recommender systems that can guide customers in entertainment and e-commerce choices. When delving into unstructured datasets, data mining can employ information retrieval (IR) and natural language processing (NLP) for text mining applications that can uncover customers’ emerging concerns or unmet needs.‎

    • Depending on the size of an organization, data mining specialists, data analysts, or data engineers may be responsible for data mining. Regardless of job title, data mining requires an understanding of all types of data, databases, and distributed file systems as well as statistical requirements for descriptive and predictive analysis. And, although most data mining is performed with either Python or R programming skills, knowledge of SQL and business intelligence software can also be very important.

      Data mining is also a core skill for data scientists, who have the programming skills, understanding of statistics, and ability to wrangle and visualize data that is essential in this field. They also have the in-depth knowledge of ML algorithms to aid their exploratory analysis, whether they are solving public policy questions, helping to detect disease outbreaks, or identifying money laundering operations. According to Glassdoor, the national average salary for a data scientist in the United States is $113,309 per year.‎

    • Yes! Coursera has a wide range of online courses and Specializations on data mining and related topics including machine learning, natural language processing, and applied data science with Python. You can take courses from top-ranked institutions like the University of Illinois at Urbana-Champaign, Johns Hopkins University, and the University of Washington, as well as industry-leading organizations like IBM, so you don’t have to sacrifice the quality of your education for the opportunity to learn online.

      Coursera also offers the opportunity to earn a Data Science Professional Certificate from IBM. And, with Coursera Guided Projects, you have the opportunity to add skills to your resume through hands-on tutorials presented by expert instructors in cutting-edge topics like Covid-19 data analysis using Python and sentiment analysis with deep learning.‎

    • The skills or experience you need to already have before starting to learn data mining might include a strong background in computer literacy and cloud technology skills, especially in programming software, data analysis, and business intelligence. Learning about data mining also involves using statistical methods and predictive models to create business solutions, so having experience and background in using statistical software would be helpful. Learning data mining does not require a college degree, but it would be beneficial to have an appropriate undergraduate degree in data science, computer science, information systems, business administration, or even statistics for working in the demanding field.‎

    • The kind of people who are best suited for work that involves data mining are disciplined programmers who are problem solvers, inquisitive explorers, and analytical self-starters. Working in data mining involves the practice of analyzing data to find and identify unforeseen patterns and possible system relationships that may be used to better understand future consumer behaviors. With this information, data miners can help transform this raw information into business insights for their senior leadership to make more and better-informed decisions.‎

    • To know if learning data mining might be right for you, you should be passionate about data analysis and have a focus on numbers, data, and how to create an understanding of various subsets of data. Data mining insiders may make data mining out to be extremely complex, but you may be able to learn the basic skills from online courses, online videos, websites, and web discussion forums. If you're interested in data sciences and how they may propel certain business decisions, then it may be a smart move to learn about data mining, as it’s part of the big data revolution occurring in our technological society and should hold promise for a future career.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.
    Other topics to explore
    Placeholder
    Arts and Humanities
    338 courses
    Placeholder
    Business
    1095 courses
    Placeholder
    Computer Science
    668 courses
    Placeholder
    Data Science
    425 courses
    Placeholder
    Information Technology
    145 courses
    Placeholder
    Health
    471 courses
    Placeholder
    Math and Logic
    70 courses
    Placeholder
    Personal Development
    137 courses
    Placeholder
    Physical Science and Engineering
    413 courses
    Placeholder
    Social Sciences
    401 courses
    Placeholder
    Language Learning
    150 courses

    Coursera Footer

    Learn Something New

    • Learn a Language
    • Learn Accounting
    • Learn Coding
    • Learn Copywriting
    • Learn HR
    • Learn Public Relations
    • Boulder MS Data Science
    • Illinois iMBA
    • Illinois MS Computer Science
    • UMich MS in Applied Data Science

    Popular Data Science Topics

    • Artificial Intelligence
    • Data Analysis
    • Data Engineering
    • Data Science
    • Excel
    • Machine Learning
    • Python
    • Power BI
    • R Programming
    • SQL

    Popular Computer Science & IT Topics

    • Blockchain
    • Coding
    • Computer Science
    • Cybersecurity
    • Full Stack Web Development
    • IT
    • Java
    • Software Engineering
    • Web Design
    • Web Development

    Popular Business Topics

    • Accounting
    • Business Finance
    • Communication Skills
    • Leadership & Management
    • Marketing
    • Product Management
    • Project Management
    • UX Design
    • UX Research
    • Writing

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Coronavirus Response
    • Free Courses
    • All Courses

    Community

    • Learners
    • Partners
    • Beta Testers
    • Translators
    • Blog
    • Tech Blog
    • Teaching Center

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    Learn Anywhere
    Placeholder
    Placeholder
    Placeholder
    © 2023 Coursera Inc. All rights reserved.
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder