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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


  • B

    Board Infinity

    Machine Learning Fundamentals for Java Developers

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze Users & Optimize Product Retention

    Skills you'll gain: Data Storytelling, Customer Analysis, Customer Retention, Marketing Analytics, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Product Management, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • É

    École Polytechnique Fédérale de Lausanne

    Transmission electron microscopy for materials science

    Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Scientific Visualization, Laboratory Equipment, Electronics, Physics, Image Analysis, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    124 reviews

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Precalculus: Relations and Functions

    Skills you'll gain: Graphing, Data Analysis, R (Software), General Mathematics, Mathematical Modeling, Algebra, Applied Mathematics, Calculus

    4.7
    Rating, 4.7 out of 5 stars
    ·
    224 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Create Informative Presentations with Google Slides

    Skills you'll gain: Presentations, Google Sheets, Google Workspace, Productivity Software, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    620 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad Nacional Autónoma de México

    Sesenta años de inteligencia artificial

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Data Ethics, Liberal Arts, Social Sciences, Social Impact, Emerging Technologies, Human Computer Interaction

    4.8
    Rating, 4.8 out of 5 stars
    ·
    482 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Insper

    Introdução ao Marketing Analítico

    Skills you'll gain: Marketing Analytics, Analytical Skills, Data Analysis, Data Collection, Marketing, Analytics, Market Research, Data-Driven Decision-Making, Customer Insights, Statistical Methods, Business Metrics, Consumer Behaviour, Brand Strategy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    802 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Simplilearn

    Advanced GenAI Tools Course

    Skills you'll gain: Google Gemini, Generative AI, Collaborative Software, Anthropic Claude, Innovation, AI Enablement, Business Process Automation, Workflow Management, Content Creation, Productivity Software, Application Design, Video Production, Prototyping

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Business Analyst (ECBA) Certificate Preparation 

    Skills you'll gain: Business Analysis, Business Process Modeling, Stakeholder Analysis, Process Optimization, Requirements Management, Business Requirements, Stakeholder Management, Process Analysis, Data Modeling, Agile Methodology, Stakeholder Engagement, Requirements Analysis, Process Improvement, User Story, Project Management, Data Flow Diagrams (DFDs), Risk Management, Plan Execution, Project Planning, Needs Assessment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    104 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of London

    Object Oriented Programming

    Skills you'll gain: Pseudocode, C++ (Programming Language), Object Oriented Programming (OOP), C and C++, File I/O, Object Oriented Design, Integrated Development Environments, Computer Programming, Development Environment, Programming Principles, Debugging, Data Structures, Program Development, Algorithms, Interactive Design, Data Modeling, Model Evaluation, Software Engineering, Test Data, Data Validation

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    251 reviews

    Intermediate · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    R 프로그래밍

    Skills you'll gain: R Programming, Statistical Programming, Statistical Analysis, Data Analysis Software, Debugging, Software Installation, Simulations, Integrated Development Environments, Programming Principles, Data Manipulation, Program Development, Data Import/Export, Performance Tuning, File I/O

    Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Neuronale Netze und Deep Learning

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Artificial Intelligence, NumPy, Computer Vision, Supervised Learning, Linear Algebra, Calculus

    Intermediate · Course · 1 - 4 Weeks

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

  • Machine Learning Fundamentals for Java Developers: Board Infinity
  • Analyze Users & Optimize Product Retention: Coursera
  • Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
  • Precalculus: Relations and Functions: Johns Hopkins University
  • Create Informative Presentations with Google Slides: Coursera
  • Sesenta años de inteligencia artificial: Universidad Nacional Autónoma de México
  • Introdução ao Marketing Analítico: Insper
  • Advanced GenAI Tools Course: Simplilearn
  • Business Analyst (ECBA) Certificate Preparation : SkillUp
  • Object Oriented Programming: University of London

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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