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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


  • I

    IBM

    Data Science Methodology

    Skills you'll gain: Data Cleansing, Data Manipulation, Jupyter, Data Preprocessing, Business Analysis, Model Deployment, Model Evaluation, Data Modeling, Business Research, Data Science, Data Collection, Analytical Skills, Data Analysis, Model Training, Business Requirements, Data Mining

    4.6 stars, 21K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (21K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Applied Data Science

    Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Data Wrangling, Plot (Graphics), Exploratory Data Analysis, Model Evaluation, Data Analysis, Data Import/Export, Python Programming, Data Science, NumPy, Data Compilation, Data Collection, Machine Learning

    4.6 stars, 62K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (62K) · Beginner · Specialization · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • S

    SkillUp

    Data Integration, Data Storage, & Data Migration

    Skills you'll gain: Data Migration, Data Integration, Data Management, Data Storage, Data Storage Technologies, Data Lakes, Data Architecture, Extract, Transform, Load, Data Centers, Cloud Storage, Data Import/Export, Data Loss Prevention, Interoperability, Disaster Recovery, Systems Integration, Data Pipelines, Cloud Platforms, Hybrid Cloud Computing, File Systems, Data Validation

    4.8 stars, 37 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (37) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Data Visualization

    Skills you'll gain: Data Visualization, Data Visualization Software, Data Presentation, Dashboard, Tableau Software, Plot (Graphics), Dashboard Creation, Data Mapping, Graphing

    4.5 stars, 1.4K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (1.4K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Tableau Learning Partner

    Data Ecosystem

    Skills you'll gain: Data Governance, Data Ethics, Data Warehousing, Extract, Transform, Load, Data Quality, Data Management, Data Maintenance, Tableau Software, Data Lakes, Data Architecture, Data Storage, Data Infrastructure, Databases, Data Collection, Business Intelligence, Database Management Systems, Spreadsheet Software, Ethical Standards And Conduct

    4.8 stars, 124 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Data Literacy

    Skills you'll gain: Surveys, Survey Creation, Data Literacy, Data Visualization, Peer Review, Research Design, Statistics, Probability & Statistics, Data Presentation, Sampling (Statistics), Regression Analysis, Descriptive Statistics, Research, Probability, Quantitative Research, Analytics, Probability Distribution, Logistic Regression, Correlation Analysis, Statistical Hypothesis Testing

    4.6 stars, 271 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (271) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    SAS

    Data Literacy: Exploring and Visualizing Data

    Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, Data-Driven Decision-Making, Data Presentation, SAS (Software), Data Storytelling, Trend Analysis, Data Manipulation, Data Analysis, Data Quality, Data Preprocessing, Data Wrangling, Data Transformation, Analytics, Interactive Data Visualization, Data Analysis Software, Analysis, Data Ethics, Data Cleansing

    4.7 stars, 1.1K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (1.1K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Healthcare Analytics Essentials

    Skills you'll gain: Business Analytics, Analytics, Statistical Methods, Patient Safety, Health Systems, Health Care, Patient-centered Care, Statistical Analysis, Patient Evaluation, Performance Measurement, Performance Metric, Data Analysis, Data-Driven Decision-Making, Peer Review, Data Collection, Strategic Thinking, Data Management, Systems Thinking

    4.6 stars, 40 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (40) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado System

    Clinical Data Science

    Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, R (Software), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, Data Manipulation, Predictive Modeling, Database Design, Clinical Research Ethics, Clinical Informatics, Data Quality, Natural Language Processing, grep, Informatics, Text Mining, Data Processing, R Programming

    4.4 stars, 502 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (502) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Data Storytelling

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Storytelling, Dashboard Creation, Interactive Data Visualization, Professional Networking, Data Visualization Software, Report Writing, Technical Communication, Power BI, Relationship Building, Stakeholder Engagement, Interviewing Skills, Job Analysis

    4.8 stars, 33 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Executive Data Science

    Skills you'll gain: Data Quality, Exploratory Data Analysis, Data Presentation, Employee Onboarding, Data Management, Team Motivation, Technical Communication, Data Analysis, Project Management, Interviewing Skills, Data Science, New Hire Orientations, Data-Driven Decision-Making, Data Strategy, Organizational Leadership, Team Management, Analytical Skills, Data Literacy, Leadership, Communication

    4.5 stars, 11K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.5 (11K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Visualization, Plot (Graphics), Statistical Visualization, Ggplot2, Dimensionality Reduction, Data Visualization Software, R Programming, R (Software), Graphing, Data Analysis, Statistical Analysis, Unsupervised Learning, Statistical Methods

    4.7 stars, 6.1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (6.1K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Data Science Methodology: IBM
  • Applied Data Science: IBM
  • Data Integration, Data Storage, & Data Migration: SkillUp
  • Data Visualization: University of Illinois Urbana-Champaign
  • Data Ecosystem: Tableau Learning Partner
  • Data Literacy: Johns Hopkins University
  • Data Literacy: Exploring and Visualizing Data: SAS
  • Healthcare Analytics Essentials: Northeastern University
  • Clinical Data Science: University of Colorado System
  • Data Storytelling: DeepLearning.AI

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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