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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.


More to explore:

Popular Data Mining Courses and Certifications


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    EDUCBA

    Master AutoCAD 3D: Create, Model & Transform Designs

    Skills you'll gain: Visualization (Computer Graphics), 3D Assets, Computer Graphics, Design Software

    Beginner · Course · 1 - 4 Weeks

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    Alex Genadinik

    Fiverr Freelancing: Strategies To Become a Top-1% Freelancer

    Skills you'll gain: Customer Retention, Sales Strategy, Upselling, Customer Acquisition Management, Revenue Management, Telecommuting, Growth Strategies, Entrepreneurship, Search Engine Optimization, Self-Starter, Copywriting, Branding

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Access Bioinformatics Databases with Biopython

    Skills you'll gain: Bioinformatics, Scientific Visualization, Data Access, Extensible Markup Language (XML), Data Visualization, Data Wrangling, Database Software, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    47 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Connect Tools Easily

    Skills you'll gain: Workflow Management, Project Management Software, Productivity Software, Business Workflow Analysis, Data Integration, Systems Integration, Cloud-Based Integration, Process Improvement, Process Optimization, Application Programming Interface (API)

    Beginner · Course · 1 - 4 Weeks

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    SAS

    Regression Modeling Fundamentals

    Skills you'll gain: Logistic Regression, Predictive Modeling, SAS (Software), Statistical Modeling, Regression Analysis, Model Evaluation, Statistical Analysis, Data Analysis, Model Deployment, Data Preprocessing, Statistical Methods, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 3 Months

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    Vanderbilt University

    Java for Android

    Skills you'll gain: Android Studio, Android Development, Object Oriented Programming (OOP), Java Programming, Java, Mobile Development, Data Structures, Integrated Development Environments, Computer Programming, Debugging, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    3.1K reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Analyze and Apply Core Marketing Concepts for Beginners

    Skills you'll gain: Marketing, Marketing Planning, Marketing Management, Strategic Marketing, Market Analysis, Marketing Strategies, Business Marketing, Consumer Behaviour, Digital Marketing, Analysis

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Advanced API Testing with Postman

    Skills you'll gain: Continuous Delivery, Web Services, Software Testing, Test Execution Engine

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Machine Learning with TensorFlow on Google Cloud en Español

    Skills you'll gain: Feature Engineering, Responsible AI, Model Deployment, Tensorflow, Exploratory Data Analysis, Data Quality, Machine Learning, Applied Machine Learning, Keras (Neural Network Library), Data Preprocessing, Scikit Learn (Machine Learning Library), Google Cloud Platform, MLOps (Machine Learning Operations), Data Cleansing, Supervised Learning, Artificial Neural Networks, Model Evaluation, Logistic Regression, Performance Tuning, Data Pipelines

    4.6
    Rating, 4.6 out of 5 stars
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    448 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Illinois Tech

    Relational Database Implementation and Applications

    Skills you'll gain: Relational Databases, Database Management, Database Development, SQL, MySQL, Database Design, Transaction Processing, Stored Procedure, Java, Data Structures, Data Integrity, Performance Tuning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    37 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Michigan

    Python Debugging: A Systematic Approach

    Skills you'll gain: Debugging, Data-oriented programming, Program Development, Python Programming, Data Manipulation, Data Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Build and Implement SOAP APIs for Employee Services

    Skills you'll gain: Simple Object Access Protocol (SOAP), Service Oriented Architecture, Enterprise Architecture, Web Services, Data Integration, Application Programming Interface (API), Data Modeling, Back-End Web Development, API Design, Server Side, Extensible Markup Language (XML), Application Development

    Beginner · Course · 1 - 4 Weeks

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

  • Master AutoCAD 3D: Create, Model & Transform Designs: EDUCBA
  • Fiverr Freelancing: Strategies To Become a Top-1% Freelancer: Alex Genadinik
  • Access Bioinformatics Databases with Biopython: Coursera
  • Connect Tools Easily: Coursera
  • Regression Modeling Fundamentals: SAS
  • Java for Android: Vanderbilt University
  • Analyze and Apply Core Marketing Concepts for Beginners: EDUCBA
  • Apply Advanced API Testing with Postman: EDUCBA
  • Machine Learning with TensorFlow on Google Cloud en Español: Google Cloud
  • Relational Database Implementation and Applications: Illinois Tech

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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