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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


  • U

    University of Michigan

    Python Functions, Files, and Dictionaries

    Skills you'll gain: File I/O, Data Import/Export, Python Programming, Programming Principles, Data Structures

    4.8 stars, 5.4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (5.4K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pearson

    Strategy, Business Intelligence, and Information Systems

    Skills you'll gain: Management Information Systems, Business Intelligence, Information Systems, Business Strategy, Data Strategy, Data Warehousing, Organizational Strategy, Decision Support Systems, Business Systems, Competitive Analysis, Competitive Intelligence, Business Analytics, Data-Driven Decision-Making, Analytics, Artificial Intelligence, Market Analysis, Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Modeling Climate Anomalies with Statistical Analysis

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Plot (Graphics), Data Visualization Software, Statistical Visualization, Data Integration, Data Collection, Data Access, Data Manipulation, Application Programming Interface (API)

    4 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (8) · Intermediate · Course · 1 - 4 Weeks

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

    Google

    Assess for Success: Marketing Analytics and Measurement

    Skills you'll gain: Media Planning, Spreadsheet Software, A/B Testing, Return On Investment, Content Performance Analysis, Marketing Analytics, Media Strategy, Key Performance Indicators (KPIs), Google Analytics, Campaign Management, Pivot Tables And Charts, Media Buying, Marketing Effectiveness, Marketing Planning, Data-Driven Marketing, Performance Measurement, Digital Marketing Campaigns, Digital Marketing, Data Presentation, Paid media

    4.6 stars, 2.3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (2.3K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Madecraft

    Excel for Finance Professionals

    Skills you'll gain: Data Visualization, Pivot Tables And Charts, Data Presentation, Interactive Data Visualization, Data Visualization Software, Microsoft Excel, Dashboard, Dashboard Creation, Cash Flow Forecasting, Excel Formulas, Spreadsheet Software, Financial Modeling, Cash Management, Microsoft PowerPoint, Financial Forecasting, Auditing, Financial Reporting, Data Transformation, Financial Data, Financial Analysis

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    Technical University of Denmark (DTU)

    Whole genome sequencing of bacterial genomes - tools and applications

    Skills you'll gain: Bioinformatics, Molecular Biology, Microbiology, Molecular, Cellular, and Microbiology, Infectious Diseases, Medical Science and Research, Biomedical Technology, Epidemiology, Biotechnology, Diagnostic Tests, Data Analysis Software, Database Development, Taxonomy, Data Pipelines, Scientific Visualization, Data Processing

    4.6 stars, 1.6K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.6K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Princeton University

    Bitcoin and Cryptocurrency Technologies

    Skills you'll gain: Blockchain, Cryptography, Cryptographic Protocols, Encryption, Payment Systems, FinTech, Public Key Cryptography Standards (PKCS), Key Management, Application Security, Digital Assets, Network Protocols, Transaction Processing, Distributed Computing, Emerging Technologies, Scripting, Application Specific Integrated Circuits, Data Structures, Financial Policy, Financial Regulation, Market Dynamics

    4.6 stars, 3.1K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (3.1K) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning

    4.5 stars, 75 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (75) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    PL-300 Microsoft Power BI Analyst Certification Guide

    Skills you'll gain: Data Wrangling, Data Management, Security Management, Model Optimization, Advanced Analytics, Pivot Tables And Charts

    Intermediate · Course · 1 - 3 Months

  • M

    Madecraft

    Python Tools: Jupyter vs. PyCharm

    Skills you'll gain: Jupyter, Development Environment, Software Development Tools, Debugging, Computer Programming Tools, Integrated Development Environments, Version Control, Program Development, Applied Machine Learning, Python Programming, Machine Learning Software, Performance Testing, Git (Version Control System), Exploratory Data Analysis, Interactive Data Visualization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Pennsylvania

    People Analytics

    Skills you'll gain: People Analytics, Human Resource Strategy, Human Resources Management and Planning, People Management, Human Resources, Workforce Planning, People Development, Performance Review, Talent Management, Organizational Effectiveness, Performance Metric, Analytics, Performance Appraisal, Staff Management, Performance Measurement, Employee Performance Management, Data-Driven Decision-Making, Performance Analysis, Performance Management, Collaboration

    4.6 stars, 6.2K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (6.2K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    Kennesaw State University

    Six Sigma Yellow Belt

    Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Root Cause Analysis, Lean Methodologies, Process Improvement, Data Collection, Quality Improvement, Process Optimization, Correlation Analysis, Statistical Hypothesis Testing, Kaizen Methodology, Process Analysis, Process Improvement and Optimization, Probability Distribution, Regression Analysis, Project Design, Quality Assessment, Business Process, Statistical Process Controls, Project Management

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

    ★ 4.7 (4.4K) · Beginner · Specialization · 3 - 6 Months

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

  • Python Functions, Files, and Dictionaries: University of Michigan
  • Strategy, Business Intelligence, and Information Systems: Pearson
  • Modeling Climate Anomalies with Statistical Analysis: University of Colorado Boulder
  • Assess for Success: Marketing Analytics and Measurement: Google
  • Excel for Finance Professionals: Madecraft
  • Whole genome sequencing of bacterial genomes - tools and applications: Technical University of Denmark (DTU)
  • Bitcoin and Cryptocurrency Technologies: Princeton University
  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
  • PL-300 Microsoft Power BI Analyst Certification Guide: Packt
  • Python Tools: Jupyter vs. PyCharm: Madecraft

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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