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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


  • M

    Microsoft

    Introduction to Programming With C#

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Debugging, .NET Framework, Microsoft Visual Studio, Microsoft Copilot, Computer Programming, Integrated Development Environments, Development Environment, Event-Driven Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    120 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Introduction to Microsoft Dynamics 365

    Skills you'll gain: Customer Engagement, Sales Pipelines, Power BI, Lead Generation, Resource Allocation, Microsoft 365, Scheduling, Customer Relationship Management, Sales Management, Sales Operations, Microsoft Teams, Customer Data Management, Order Management, Customer Service, Data Analysis Expressions (DAX), Marketing, Marketing Automation, Email Marketing, Dashboard

    4.5
    Rating, 4.5 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Generative AI Tools for Modern Software Engineering

    Skills you'll gain: Performance Tuning, Software Development Tools, Code Review, AI Workflows, Generative AI, Software Engineering, Software Technical Review, Application Security, Software Development, DevSecOps, Secure Coding, Prompt Engineering, Software Quality (SQA/SQC), AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Debugging, Software Development Life Cycle, Automation, Analysis

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Introduction to Artificial Intelligence

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Deep Learning, Responsible AI, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Law, Regulation, and Compliance, Classification Algorithms, Business Ethics, Governance

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    61 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Workspace Security

    Skills you'll gain: Email Security, Google Workspace, Mobile Security, Security Management, Cloud Security, Application Security, Data Security, Security Controls, Identity and Access Management, Continuous Monitoring, Authentications, Multi-Factor Authentication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    810 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

  • U

    Universitat Autònoma de Barcelona

    Emotions: a Philosophical Introduction

    Skills you'll gain: Empathy & Emotional Intelligence, Social Sciences, Culture, Psychology, Anthropology, Artificial Intelligence, Human Development, Human Computer Interaction, Robotics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    523 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    AI-powered Customer Intelligence with Microsoft Copilot

    Skills you'll gain: Microsoft Copilot, Prompt Engineering, Customer Insights, Sales Strategy, Customer Analysis, Competitive Analysis, Sales Enablement, Microsoft 365, Persona Development, Data Cleansing, Sales Management, Data Quality, Sales, Anomaly Detection, Generative Adversarial Networks (GANs), Customer Relationship Management (CRM) Software, Data Ethics, Generative AI, Marketing Design, Marketing Automation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    74 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Predicting Extreme Climate Behavior with Machine Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Data Processing, Logistic Regression

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • I

    Infosec

    Certified Information Systems Security Professional (CISSP)

    Skills you'll gain: Identity and Access Management, IT Security Architecture, Security Testing, Single Sign-On (SSO), Data Security, Contingency Planning, User Provisioning, Cryptography, Network Security, Application Security, Information Systems Security, Cryptographic Protocols, Asset Protection, Cloud Security, Computer Security Incident Management, Digital Assets, Public Key Cryptography Standards (PKCS), Incident Response, Risk Management Framework, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    85 reviews

    Advanced · Specialization · 3 - 6 Months

  • P

    Packt

    Microsoft Fabric: Fundamentals and Power BI Workflow

    Skills you'll gain: Data Analysis Expressions (DAX), Real Time Data, Dataflow, Extract, Transform, Load, Business Intelligence

    Beginner · Course · 1 - 3 Months

  • P

    Politecnico di Milano

    Tools and Practices for Addressing Pandemic Challenges

    Skills you'll gain: Socioeconomics, Epidemiology, Crisis Management, Health Technology, Health Policy, Social Sciences, Infectious Diseases, Social Work, Public Health, Telehealth, Mental Health, Health Informatics, Surveys, Data-Driven Decision-Making, Data Science, Artificial Intelligence

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Programming With C#: Microsoft
  • Introduction to Microsoft Dynamics 365: Microsoft
  • Generative AI Tools for Modern Software Engineering: Edureka
  • Introduction to Artificial Intelligence: University of Illinois Urbana-Champaign
  • Google Workspace Security: Google Cloud
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • Emotions: a Philosophical Introduction: Universitat Autònoma de Barcelona
  • AI-powered Customer Intelligence with Microsoft Copilot: Microsoft
  • Predicting Extreme Climate Behavior with Machine Learning : University of Colorado Boulder
  • Certified Information Systems Security Professional (CISSP): Infosec

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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