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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


  • R

    Rice University

    Python Data Representations

    Skills you'll gain: File I/O, Data Persistence, Development Environment, Data Access, Data Structures, Data Storage, Python Programming, Program Development, Integrated Development Environments, Scripting Languages, Debugging

    4.7 stars, 1.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Big Data - Capstone Project

    Skills you'll gain: Data Presentation, Data Processing, Big Data, Apache Spark, Data Analysis Software, Splunk, Data Analysis, Unstructured Data, Analytics, Data Wrangling, Data Infrastructure, Social Network Analysis, Network Analysis, Classification Algorithms

    4.4 stars, 402 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (402) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Data Privacy Fundamentals

    Skills you'll gain: Information Privacy, Data Ethics, Law, Regulation, and Compliance, Data Security, Journalism, Regulation and Legal Compliance, Emerging Technologies, Algorithms, Artificial Intelligence

    4.8 stars, 724 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (724) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Building Data Visualization Tools

    Skills you'll gain: Ggplot2, Plot (Graphics), Data Visualization Software, Data Visualization, Interactive Data Visualization, Scatter Plots, Statistical Visualization, Histogram, Graphic and Visual Design, R Programming, Graphic Design, Graphical Tools, R (Software), Data Mapping, Graphing, Spatial Data Analysis, Geospatial Mapping

    3.9 stars, 158 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.9 (158) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Dealing With Missing Data

    Skills you'll gain: Sampling (Statistics), Statistical Programming, Statistical Software, Data Analysis Software, Statistical Analysis, STATA (Software), Statistical Methods, R (Software), Statistical Modeling, Regression Analysis, Data Analysis, Logistic Regression

    3.8 stars, 139 reviews, Mixed, Course, 1 - 3 Months

    ★ 3.8 (139) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Chegg Skills

    Business Data Analytics with Excel

    Skills you'll gain: Excel Formulas, Customer Analysis, Retail Store Operations, Microsoft Excel, Inventory and Warehousing, Inventory Management, Business Analytics, Data Literacy, Business Intelligence, Data Storytelling, Decision Making, Data Analysis, Analysis, Data Presentation, Data Visualization, Statistics, Trend Analysis, Problem Solving, Data Cleansing, Productivity

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of California, Davis

    Healthcare Data Literacy

    Skills you'll gain: Data Integration, Health Informatics, Data Dictionary, Health Systems, Metadata Management, Health Care, Data Mapping, Healthcare Industry Knowledge, Value-Based Care, Health Information Management, Taxonomy, Care Coordination, Health Policy, Data Literacy, Clinical Data Management, Clinical Informatics, ICD Coding (ICD-9/ICD-10), Health Care Procedure and Regulation, Data Quality, Medical Terminology

    4.4 stars, 137 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (137) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Survey Data Collection and Analytics

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Surveys, Survey Creation, Data Synthesis, Research Methodologies, Statistical Analysis, Data Analysis Software, Data Collection, Statistical Software, Interviewing Skills, Research Design, STATA (Software), R (Software), Data Integration, Data Validation, Data Ethics, Data Analysis, Statistical Programming, R Programming

    4.4 stars, 1.5K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (1.5K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Fundamentals of Data Visualization

    Skills you'll gain: Data Visualization, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), User Centered Design, Data Presentation, Usability, Human Centered Design, Design Research, User Research, Graphic and Visual Design, Usability Testing, Quantitative Research, Design Elements And Principles

    4.6 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (44) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • D

    Duke University

    Mastering Data Analysis in Excel

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Microsoft Excel, Excel Formulas, Classification Algorithms, Data-Driven Decision-Making, Business Analytics, Financial Forecasting, Data Analysis, Model Evaluation, Business Risk Management, Data Literacy

    4.2 stars, 4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (4K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Chegg Skills

    Python Programming for Data Analytics

    Skills you'll gain: Prompt Engineering, Business Analytics, Server Side, Development Environment, Analytics, Responsible AI, Decision Support Systems, Pseudocode, Back-End Web Development, Data Literacy, Business Intelligence, Python Programming, Data Analysis, Web Development, Programming Principles, Data-Driven Decision-Making, Artificial Intelligence, Generative AI, Problem Solving, Critical Thinking

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Chegg Skills

    Applied AI in Data Analytics

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Business Analytics, Analytics, Responsible AI, AI literacy, Decision Support Systems, Multimodal Prompts, Data Ethics, Data Literacy, Business Intelligence, ChatGPT, Data Analysis, Generative AI, Data-Driven Decision-Making, Data Visualization, Artificial Intelligence, Critical Thinking, Problem Solving

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…454647…834

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

  • Python Data Representations: Rice University
  • Big Data - Capstone Project: University of California San Diego
  • Data Privacy Fundamentals: Northeastern University
  • Building Data Visualization Tools: Johns Hopkins University
  • Dealing With Missing Data: University of Maryland, College Park
  • Business Data Analytics with Excel: Chegg Skills
  • Healthcare Data Literacy: University of California, Davis
  • Survey Data Collection and Analytics: University of Michigan
  • Fundamentals of Data Visualization: University of Colorado Boulder
  • Mastering Data Analysis in Excel: Duke 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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