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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 Visualization

    Skills you'll gain: Data Visualization Software, Plot (Graphics), Statistical Visualization, Package and Software Management, Python Programming, Data Cleansing, Data Mapping, Code Reusability, Software Installation, Data Processing, Data Integration, Data Import/Export, Program Development, Data Structures, Software Documentation

    4.6 stars, 549 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Advanced Clinical Data Science

    Skills you'll gain: Clinical Data Management, Clinical Research, Data Quality, Health Informatics, Time Series Analysis and Forecasting, Data Cleansing, Data Analysis, Data Modeling, Data Science, Analytical Skills, Statistical Reporting, Data Preprocessing, Electronic Medical Record

    4.9 stars, 28 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (28) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Driven Decision Making

    Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Statistical Programming, Statistical Methods, Probability & Statistics, Statistical Visualization, Analytics, Data Analysis Software, Data Analysis, R (Software), Business Analytics, Data Visualization, R Programming, Statistics, Statistical Inference, Variance Analysis, Descriptive Statistics, Sampling (Statistics)

    4.8 stars, 32 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (32) · Intermediate · Course · 1 - 3 Months

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

    Edureka

    PySpark for Data Science

    Skills you'll gain: PySpark, Model Optimization, Data Pipelines, Dashboard Creation, Dashboard, Interactive Data Visualization, Model Training, Data Processing, Data Storage Technologies, Data Architecture, Natural Language Processing, Machine Learning Methods, Data Storage, Data Wrangling, Data Integration, Data Transformation, Machine Learning, Deep Learning

    2.7 stars, 11 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.7 (11) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Visualization using Plotly

    Skills you'll gain: Plotly, Exploratory Data Analysis, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming

    4 stars, 51 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4 (51) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • J

    Johns Hopkins University

    Building a Data Science Team

    Skills you'll gain: Employee Onboarding, Team Motivation, Interviewing Skills, New Hire Orientations, Organizational Leadership, Team Management, Team Building, Management Training And Development, Organizational Effectiveness, Team Leadership, Technical Management, People Management, Staff Management, Recruitment, Talent Recruitment, Recruitment Strategies, Empowerment, Data Science, Cross-Functional Collaboration

    4.5 stars, 3.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (3.4K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Make Data-Driven Decisions

    Skills you'll gain: Dashboard Creation, Data Presentation, Performance Measurement, Data Literacy, Business Metrics, Business Intelligence Software, Analytics, Data Storytelling, Performance Analysis, Data Visualization Software, Data Analysis Software, Small Data, Decision Making, Key Performance Indicators (KPIs), Big Data, Strategic Decision-Making

    5 stars, 18 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (18) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • Y

    Yonsei University

    Spatial Data Science and Applications

    Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, GIS Software, Database Management Systems, Big Data, Database Systems, Apache Hadoop, Data Modeling, PostgreSQL, Network Analysis

    4.5 stars, 532 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (532) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Irvine

    Data Visualization Best Practices

    Skills you'll gain: Data Visualization, Data Visualization Software, Statistical Visualization, Data Presentation, Plot (Graphics), Data Storytelling, Tableau Software, Exploratory Data Analysis, Descriptive Statistics, Data Analysis, Descriptive Analytics, Data Mapping

    3.9 stars, 20 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 3.9 (20) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Rust for Data Engineering

    Skills you'll gain: Infrastructure as Code (IaC), CI/CD, Bash (Scripting Language), Software Architecture, PostgreSQL, Data Pipelines, Google Cloud Platform, Command-Line Interface, Continuous Integration, Prometheus (Software), Amazon Bedrock, Linux Commands, SQL, Extract, Transform, Load, Object Oriented Programming (OOP), Software Development, Verification And Validation, Vector Databases, Code Coverage, Database Systems

    3.3 stars, 11 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.3 (11) · Beginner · Specialization · 3 - 6 Months

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

    Coursera

    GenAI for Data Analysts

    Skills you'll gain: Generative AI, Data Analysis, Data Analysis Software, Advanced Analytics, Analytics, Predictive Analytics, Data Preprocessing

    4.7 stars, 26 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (26) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Introduction to Clinical Data Science

    Skills you'll gain: Tidyverse (R Package), Clinical Data Management, R (Software), Health Insurance Portability And Accountability Act (HIPAA) Compliance, R Programming, Medical Privacy, Clinical Research Ethics, Google Cloud Platform, Data Ethics, Data Science, Health Informatics, Statistical Programming, Data Wrangling, Data Processing, Electronic Medical Record, Data Manipulation, SQL, Data Access, Query Languages

    4.5 stars, 436 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (436) · Intermediate · 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

  • Python Data Visualization: Rice University
  • Advanced Clinical Data Science: University of Colorado System
  • Data Driven Decision Making: University of Colorado Boulder
  • PySpark for Data Science: Edureka
  • Data Visualization using Plotly: Coursera
  • Building a Data Science Team: Johns Hopkins University
  • Make Data-Driven Decisions: Google
  • Spatial Data Science and Applications: Yonsei University
  • Data Visualization Best Practices: University of California, Irvine
  • Rust for Data Engineering: Pragmatic AI Labs

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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