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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

    Machine Learning for Kyphosis Disease Classification

    Skills you'll gain: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Manipulation, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Amsterdam

    Qualitative Research Methods

    Skills you'll gain: Qualitative Research, Interviewing Skills, Social Sciences, Research, Science and Research, Research Methodologies, Data Collection, Surveys, Research Design, Report Writing, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.4K reviews

    Intermediate · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Building a Generative AI-Ready Organization

    Skills you'll gain: AI Enablement, AI Product Strategy, Generative AI Agents, Strategic Thinking, Data-Driven Decision-Making, Competitive Intelligence, Decision Making, Innovation, Operational Efficiency, Strategic Planning, Technology Strategies, Thought Leadership, Program Implementation, Project Implementation, Technology Solutions

    4.5
    Rating, 4.5 out of 5 stars
    ·
    96 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Customer Journey Mapping

    Skills you'll gain: Generative AI, Customer Insights, AI Personalization, Customer Analysis, ChatGPT, Customer experience strategy (CX), Real Time Data, Design Thinking, Artificial Intelligence, Analysis, Design

    Intermediate · Course · 1 - 4 Weeks

  • C

    California Institute of the Arts

    World Design for Video Games

    Skills you'll gain: Game Design, Conceptual Design, Animation and Game Design, Virtual Environment, Storytelling, Visualization (Computer Graphics), Design Strategies, Aesthetics, Design Research, Creativity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    821 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Machine Learning for Marketers

    Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Marketing Effectiveness, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Campaign Management, Customer experience improvement, Personalized Service, Customer Insights, Model Evaluation, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • R

    Rice University

    Algorithmic Thinking (Part 1)

    Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Programming Principles, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    384 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Digital Marketing Institute

    Social Media and Digital Marketing Fundamentals

    Skills you'll gain: Digital Media Strategy, Social Media Marketing, Content Marketing, Digital Marketing, Marketing, Social Media, Marketing Strategies, Digital Content, Social Media Strategy, Integrated Marketing Communications, Consumer Behaviour, Digital Transformation, Content Strategy, Scheduling, Target Audience, Customer Engagement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    408 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google - Spectrum Sharing

    Become a CBRS Certified Professional Installer by Google

    Skills you'll gain: Public Key Infrastructure, Wireless Networks, Technical Communication, Communication Systems, Network Infrastructure, Global Positioning Systems, System Configuration, Record Keeping, Verification And Validation, Technical Services, Data Entry, Data Validation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    222 reviews

    Mixed · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Introducción a Java

    Skills you'll gain: Java Programming, Java, Object Oriented Programming (OOP), Object Oriented Design, Computer Programming, Programming Principles, Software Design, Data Structures, Integrated Development Environments, Debugging, Development Environment

    4.1
    Rating, 4.1 out of 5 stars
    ·
    942 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Aptly

    Marketing with TikTok

    Skills you'll gain: TikTok, Content Performance Analysis, Business Marketing, Social Media Marketing, Content Creation, Online Advertising, Storytelling, Social Media Strategy, Social Media, Marketing Strategies, Performance Measurement, Content Marketing, Video Editing, Video Production, Social Media Content, Advertising, Digital Media Strategy, Advertising Campaigns, Performance Analysis, Marketing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    143 reviews

    Beginner · Specialization · 1 - 3 Months

  • I

    IBM

    Introduction to Software, Programming, and Databases

    Skills you'll gain: Generative AI, Cloud Deployment, Artificial Intelligence, Data-Driven Decision-Making, Computer Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    464 reviews

    Beginner · Course · 1 - 3 Months

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

  • Machine Learning for Kyphosis Disease Classification: Coursera
  • Qualitative Research Methods: University of Amsterdam
  • Building a Generative AI-Ready Organization: Amazon Web Services
  • GenAI for Customer Journey Mapping: Coursera
  • World Design for Video Games: California Institute of the Arts
  • Machine Learning for Marketers: University of Colorado System
  • Algorithmic Thinking (Part 1): Rice University
  • Social Media and Digital Marketing Fundamentals: Digital Marketing Institute
  • Become a CBRS Certified Professional Installer by Google: Google - Spectrum Sharing
  • Introducción a Java: Universidad Nacional Autónoma de México

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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