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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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    AI CERTs

    Responsible AI Principles

    Skills you'll gain: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fudan University

    网络游戏设计与开发

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Intellectual Property, Mobile Development, Cloud Deployment, Animation and Game Design, User Interface (UI), Android (Operating System), C# (Programming Language), Conceptual Design, 3D Assets, Systems Design, Cross Platform Development, Software Design, Design, Animations, Computer Graphics, Performance Tuning, Data Analysis Software

    4.2
    Rating, 4.2 out of 5 stars
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    172 reviews

    Beginner · Specialization · 3 - 6 Months

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    Skillshare

    Video Editing & Filmmaking Masterclass

    Skills you'll gain: Cinematography, Adobe After Effects, Videography, Video Editing, Post-Production, Video Production, TikTok, Color Matching, Storytelling, Data Storage, Motion Graphics, Animations, Storyboarding, Timelines, Image Quality, Ideation, Content Creation, Multimedia, File Management, Color Theory

    4.4
    Rating, 4.4 out of 5 stars
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    35 reviews

    Beginner · Specialization · 3 - 6 Months

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    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    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
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    125 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Azure Synapse SQL Pool - Implement Polybase

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Microsoft SQL Servers, Transact-SQL, Data Integration, Cloud Storage, SQL, File Management

    4.6
    Rating, 4.6 out of 5 stars
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    97 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    U

    University of Colorado System

    Genetic Epidemiology Foundations

    Skills you'll gain: Epidemiology, Biostatistics, Statistical Analysis, Data Quality, Statistical Modeling, Probability & Statistics, Molecular Biology, Statistical Methods, Statistical Hypothesis Testing, Regression Analysis, Data Validation, Biology

    4.5
    Rating, 4.5 out of 5 stars
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    51 reviews

    Intermediate · Course · 1 - 3 Months

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    IESE Business School

    Marketing: Customer Needs and Wants

    Skills you'll gain: Value Propositions, Brand Management, Marketing, Marketing Strategies, Strategic Marketing, Product Strategy, Digital Marketing, Brand Strategy, Marketing Planning, Target Audience, Marketing Communications, Marketing Analytics, Customer Insights, Marketing Channel, Market Analysis, Consumer Behaviour

    4.5
    Rating, 4.5 out of 5 stars
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    491 reviews

    Mixed · Course · 1 - 4 Weeks

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    Scrum Alliance

    Get Started with AI Prompt Engineering

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, AI Workflows, AI Enablement, AI Product Strategy, Scaled Agile Framework, Artificial Intelligence, Agile Methodology, Generative AI, Kanban Principles

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    User Experience & Interaction Design for AR/VR/MR/XR

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Storyboarding, Augmented Reality, Virtual Reality, Usability Testing, Design Thinking, Prototyping, User Experience Design, Interaction Design, Conceptual Design, Virtual Environment, Human Centered Design, User Research, Wireframing, Data Ethics

    4.7
    Rating, 4.7 out of 5 stars
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    179 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft SC-900 Exam Preparation and Practice

    Skills you'll gain: Azure Active Directory, Active Directory, Regulatory Compliance, Security Controls, Identity and Access Management, Generative AI, Cloud Security, Data Governance, Authentications, Network Security, Role-Based Access Control (RBAC), Data Security, Threat Detection, Multi-Factor Authentication

    4.8
    Rating, 4.8 out of 5 stars
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    164 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of New Mexico

    Desarrollo de Aplicaciones Web: Conceptos Básicos

    Skills you'll gain: Middleware, Application Frameworks, Web Applications, Model View Controller, Agile Software Development, Git (Version Control System), Software Engineering, Web Development, Software Development, User Interface (UI), Databases, Relational Databases, Ajax, Software Architecture, Ruby on Rails, Javascript, Network Protocols

    4.3
    Rating, 4.3 out of 5 stars
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    143 reviews

    Mixed · Course · 1 - 3 Months

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

  • Responsible AI Principles: AI CERTs
  • 网络游戏设计与开发: Fudan University
  • Video Editing & Filmmaking Masterclass: Skillshare
  • Introduction to Transformer Models for NLP: Unit 1: Pearson
  • Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
  • Azure Synapse SQL Pool - Implement Polybase: Coursera
  • Genetic Epidemiology Foundations: University of Colorado System
  • Marketing: Customer Needs and Wants: IESE Business School
  • Get Started with AI Prompt Engineering: Scrum Alliance
  • User Experience & Interaction Design for AR/VR/MR/XR: University of Michigan

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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