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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


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    Alex Genadinik

    Decision-Making And Thinking Like Leaders And CEOs

    Skills you'll gain: Decision Making, Strategic Decision-Making, Emotional Intelligence, Data-Driven Decision-Making, Critical Thinking, Business Leadership, Analytical Skills, Leadership, Behavioral Economics, Case Studies, Microsoft Excel, Entrepreneurship, Self-Awareness

    Mixed · Course · 1 - 3 Months

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    Coursera

    Forecast and Validate Your Marketing Traffic

    Skills you'll gain: Statistical Modeling, Data Validation, Media Planning, Variance Analysis, Regression Analysis, Predictive Analytics, Predictive Modeling, Web Analytics, Forecasting, Trend Analysis, Marketing Analytics, Time Series Analysis and Forecasting, Marketing Budgets, Analytics, Data-Driven Decision-Making, Data Quality, Advertising Campaigns

    Beginner · Course · 1 - 4 Weeks

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    École Polytechnique

    How to Write and Publish a Scientific Paper (Project-Centered Course)

    Skills you'll gain: Peer Review, Journals, Scientific Methods, Research, Research Design, Proofreading, Research Methodologies, Editing, Ethical Standards And Conduct, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    2.7K reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Cape Town

    Understanding Clinical Research: Behind the Statistics

    Skills you'll gain: Biostatistics, Statistical Methods, Statistical Hypothesis Testing, Diagnostic Tests, Clinical Research, Statistical Analysis, Quantitative Research, Statistics, Descriptive Statistics, Statistical Inference, Data Collection, Probability

    4.8
    Rating, 4.8 out of 5 stars
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    3.7K reviews

    Beginner · Course · 1 - 3 Months

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    SkillsBooster Academy

    AI Image Generation Mastery

    Skills you'll gain: Generative AI, Brand Strategy, AI Product Strategy, Branding, Brand Awareness, Brand Marketing, Visual Design, Content Creation, Marketing Design, Social Media Content, Marketing Communications, Business Process Improvement, Customer Communications Management, Creative Problem-Solving, Design Elements And Principles, Social Media, Social Media Marketing, Customer Acquisition Management, Digital Marketing, Media and Communications

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Apply Flutter Fundamentals to Build Interactive Apps

    Skills you'll gain: Responsive Web Design, Human Computer Interaction, Interaction Design

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build a Restaurant Management System Using C# .NET

    Skills you'll gain: Billing Systems, Registration, Invoicing, Restaurant Management, Microsoft Visual Studio, Security Testing, Point of Sale, Order Management, Scalability

    Beginner · Course · 1 - 3 Months

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    Coursera

    Hybrid Project Plans and Changes

    Skills you'll gain: Change Orders, Change Control, Project Schedules, Timelines, Initiative and Leadership, Sprint Planning, Project Planning, Planning, Waterfall Methodology, Scheduling, Project Estimation, Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Game Math - Affine Transformations

    Skills you'll gain: Unity Engine, Animation and Game Design, Video Game Development, Data Structures, Game Design, Computer Graphics, Trigonometry, Linear Algebra, Advanced Mathematics, Applied Mathematics, Algorithms, General Mathematics

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California San Diego

    Bioinformatics

    Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Data Analysis, Markov Model, Network Analysis, Biochemistry, Biotechnology, Life Sciences, Infectious Diseases, Microbiology, Statistical Analysis, Biology, Algorithms, Data Preprocessing, Machine Learning, Data Analysis Software, Data Mapping, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

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    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Machine Learning, Supervised Learning, Regression Analysis, Decision Tree Learning, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Logistic Regression, Anomaly Detection, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Hands-On Projects with HTML, CSS, and JavaScript

    Skills you'll gain: Responsive Web Design, Front-End Web Development, HTML and CSS, Bootstrap (Front-End Framework), Web Design, User Interface (UI), Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), User Interface and User Experience (UI/UX) Design, Event-Driven Programming, Web Applications, UI Components, Web Development, Interactive Design, User Interface (UI) Design, Javascript, jQuery, User Experience Design, Web Design and Development, Animations

    Intermediate · Specialization · 3 - 6 Months

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1…258259260…832

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

  • Decision-Making And Thinking Like Leaders And CEOs: Alex Genadinik
  • Forecast and Validate Your Marketing Traffic: Coursera
  • How to Write and Publish a Scientific Paper (Project-Centered Course): École Polytechnique
  • Understanding Clinical Research: Behind the Statistics: University of Cape Town
  • AI Image Generation Mastery: SkillsBooster Academy
  • Apply Flutter Fundamentals to Build Interactive Apps: EDUCBA
  • Build a Restaurant Management System Using C# .NET: EDUCBA
  • Hybrid Project Plans and Changes: Coursera
  • Advanced Game Math - Affine Transformations: Packt
  • Bioinformatics: University of California San Diego

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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