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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

    Universidad de los Andes

    Modelaje y Análisis con información georreferenciada

    Skills you'll gain: Spatial Analysis, Geospatial Mapping, Geographic Information Systems, Geospatial Information and Technology, Environmental Monitoring, Climate Change Programs, Image Analysis, Python Programming, Jupyter, Model Evaluation, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Drug Development and Pharmacoepidemiology

    Skills you'll gain: Medication Therapy Management, Drug Development, Clinical Trials, Pharmaceuticals, Pharmacotherapy, Pharmacology, Medical Prescription, Patient Education And Counseling, Clinical Research, Pre-Clinical Development, Drug Interaction, Patient Safety, Medical Devices, Statistical Analysis, Value-Based Care, Epidemiology, Utilization Management, Program Evaluation, Public Health, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    122 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Classify Radio Signals with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Convolutional Neural Networks, Digital Signal Processing, Image Analysis, Classification Algorithms, Model Evaluation, Deep Learning, Computer Vision, Telecommunications

    3.7
    Rating, 3.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Meta

    Advanced MySQL Topics

    Skills you'll gain: MySQL, Database Management, Stored Procedure, Database Development, SQL, Performance Tuning, Relational Databases, Query Languages, JSON, Data Analysis, Transaction Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    250 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Docs

    Skills you'll gain: Google Docs, Collaborative Software, Document Management, Data Sharing, File Management, Version Control, Editing, Cloud Storage

    4.7
    Rating, 4.7 out of 5 stars
    ·
    408 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Cómo manejar datos faltantes

    Skills you'll gain: Sampling (Statistics), Data Analysis Software, Stata, Data Manipulation, Statistical Analysis, Statistical Software, Statistical Methods, Regression Analysis, Data Integrity, R (Software), R Programming, Statistical Modeling

    Mixed · Course · 1 - 3 Months

  • N

    Northwestern University

    Engagement & Nurture Marketing Strategies

    Skills you'll gain: Blogs, Social Media Marketing, Marketing Strategies, Social Media Strategy, Social Media, Content Marketing, Marketing Effectiveness, Strategic Marketing, Digital Media Strategy, Target Market, Drive Engagement, Customer Engagement, Content Creation, Multimedia, Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Mixed · Course · 1 - 4 Weeks

  • R

    Rutgers the State University of New Jersey

    Inventory Analytics

    Skills you'll gain: Inventory Control, Materials Management, Supply Chain, Financial Statement Analysis, Data Analysis, Case Studies, Competitive Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    274 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Functions, Methods, and Interfaces in Go

    Skills you'll gain: Go (Programming Language), Object Oriented Programming (OOP), Functional Design, Data Structures, Software Design, Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Macquarie University

    مهارات برنامج Excel للعمل: المبادئ الأساسية

    Skills you'll gain: Data Visualization, Microsoft Excel, Data Management, Spreadsheet Software, Microsoft Office, Excel Formulas, Data Entry, Productivity Software, Computer Literacy

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    272 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    VLSI CAD Part II: Layout

    Skills you'll gain: Application Specific Integrated Circuits, Hardware Design, Computer-Aided Design, Systems Design, Computer Architecture, Network Routing, Computational Logic, Electrical Engineering, Data Structures, Algorithms, Graph Theory, Mathematical Modeling, Calculus

    4.7
    Rating, 4.7 out of 5 stars
    ·
    283 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    MathWorks

    Image Processing for Engineering and Science

    Skills you'll gain: Image Analysis, Image Quality, Matlab, Computer Vision, Traffic Flow Optimization, Automation, Digital Signal Processing, Anomaly Detection, Spatial Data Analysis, Geospatial Information and Technology, Medical Imaging, Spatial Analysis, Data Preprocessing, Quantitative Research, Algorithms, Data Store

    4.7
    Rating, 4.7 out of 5 stars
    ·
    250 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Modelaje y Análisis con información georreferenciada: Universidad de los Andes
  • Drug Development and Pharmacoepidemiology: Johns Hopkins University
  • Classify Radio Signals with PyTorch: Coursera
  • Advanced MySQL Topics: Meta
  • Google Docs: Google Cloud
  • Cómo manejar datos faltantes: University of Maryland, College Park
  • Engagement & Nurture Marketing Strategies: Northwestern University
  • Inventory Analytics: Rutgers the State University of New Jersey
  • Functions, Methods, and Interfaces in Go: University of California, Irvine
  • مهارات برنامج Excel للعمل: المبادئ الأساسية: Macquarie University

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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