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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


  • C

    Coursera

    Analyze Demographics: Unlock Audience Insights

    Skills you'll gain: Web Analytics, Trend Analysis, Marketing Analytics, Digital Analysis, Customer Analysis, Data-Driven Marketing, Variance Analysis, Target Audience, Data Literacy, Demography, Statistical Reporting, Analysis, Data Analysis, Customer Insights, Descriptive Analytics, Strategic Marketing

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Prescriptive Analytics

    Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Digital Transformation, Predictive Analytics, Data-Driven Decision-Making, Business Solutions, Model Optimization, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Model Evaluation, Python Programming, Decision Making, Mathematical Software, Cloud Computing

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Trees, SVM and Unsupervised Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Machine Learning Methods, Classification Algorithms, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Applied Mathematics, Dimensionality Reduction, Statistics

    4.1 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.1 (10) · Intermediate · Course · 1 - 4 Weeks

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

    Northwestern University

    Scaling Operations: Linking Strategy and Execution

    Skills you'll gain: Data-Driven Decision-Making, Strategic Sourcing, Operations, Operational Analysis, Organizational Strategy, Operations Management, Procurement, Business Operations, Capacity Planning, Supply Chain, Competitive Analysis, Asset Management, Supply Management, Strategic Decision-Making, Business Strategy, Business Metrics, Supplier Relationship Management, Investment Management, Capacity Management, Planning

    4.6 stars, 264 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (264) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure

    Skills you'll gain: Cloud Infrastructure, Cloud Services, Cloud Technologies, Cloud Computing, Cloud Storage, Cloud Platforms, Cloud Solutions, Cloud Computing Architecture, Infrastructure As A Service (IaaS), Data Storage, Middleware, Virtualization and Virtual Machines, Containerization, Data Storage Technologies, Virtualization, Virtual Machines, Cloud Applications, Cloud API, Amazon S3, Platform As A Service (PaaS)

    4.3 stars, 847 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (847) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    MRI Fundamentals

    Skills you'll gain: Magnetic Resonance Imaging, Medical Imaging, Radiology, Image Quality, Digital Signal Processing, Medical Equipment and Technology

    4.5 stars, 475 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • E

    EDUCBA

    Apply R for Business Analytics Projects

    Skills you'll gain: Fraud detection, Marketing Analytics, Data-Driven Marketing, Predictive Modeling, People Analytics, Customer Analysis, Feature Engineering, Marketing Effectiveness, Exploratory Data Analysis, Anomaly Detection, Customer Retention, Advanced Analytics, Marketing Strategies, Job Analysis, Predictive Analytics, Analytics, R Programming, Credit Risk, R (Software), Applied Machine Learning

    4.6 stars, 16 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (16) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The University of Edinburgh

    AstroTech: The Science and Technology behind Astronomical Discovery

    Skills you'll gain: Physics, Emerging Technologies, Physical Science, Computational Thinking, Image Analysis, Engineering, Scientific, and Technical Instruments, electromagnetics, General Science and Research, Computer Science, Scientific Methods

    4.7 stars, 1.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.2K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    Gemini and Vertex AI: Building Intelligent Applications

    Skills you'll gain: Prompt Engineering, Gemini, Model Deployment, Generative AI, Google Gemini, Generative AI Agents, Generative Model Architectures, Prompt Patterns, Cloud Deployment, Model Optimization, Application Deployment, Token Optimization, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Google Cloud Platform, Artificial Intelligence, AI Personalization, Python Programming, Software Development Tools, Cloud Platforms

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universitat Autònoma de Barcelona

    Humanidades digitales

    Skills you'll gain: Digital Transformation, Digital Analysis, Liberal Arts, digital literacy, Image Analysis, Research, Computer Science, Open Source Technology, Research Methodologies, Data Ethics, Computer Vision, Law, Regulation, and Compliance, Media and Communications

    4.6 stars, 920 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • M

    MongoDB Inc.

    Introduction to MongoDB

    Skills you'll gain: MongoDB, Database Systems, Database Development, Database Management, Transaction Processing, Databases, NoSQL, Database Management Systems, Database Administration, Data Modeling, Database Design, Query Languages, Data Integrity, Data Storage, Cloud Deployment, Document Management, Cloud Platforms, Application Development

    4.6 stars, 110 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (110) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • F

    Fractal Analytics

    Unlocking AI and ML : Your Path to Smart Business Solutions

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Data Preprocessing, AI literacy, Business Intelligence, Data Quality, Analytics, Data Analysis, Business Ethics, Business Analytics, Machine Learning Algorithms, Artificial Neural Networks, Machine Learning, Deep Learning, Data Science, Python Programming, Predictive Modeling, Unsupervised Learning

    4.7 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (6) · Beginner · Course · 1 - 3 Months

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

  • Analyze Demographics: Unlock Audience Insights: Coursera
  • Prescriptive Analytics: Dartmouth College
  • Trees, SVM and Unsupervised Learning: University of Colorado Boulder
  • Scaling Operations: Linking Strategy and Execution: Northwestern University
  • Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure: University of Illinois Urbana-Champaign
  • MRI Fundamentals: Korea Advanced Institute of Science and Technology(KAIST)
  • Apply R for Business Analytics Projects: EDUCBA
  • AstroTech: The Science and Technology behind Astronomical Discovery: The University of Edinburgh
  • Gemini and Vertex AI: Building Intelligent Applications: Edureka
  • Humanidades digitales: Universitat Autònoma de Barcelona

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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