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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


  • E

    EDUCBA

    Apply Advanced Dart Programming for Scalable Applications

    Skills you'll gain: Application Design, Scalability, Software Architecture, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • P

    Pohang University of Science and Technology(POSTECH)

    Blockchain Theory and Applications I

    Skills you'll gain: Blockchain, Cryptography, Transaction Processing, Programming Principles, Encryption, Data Structures, Virtualization and Virtual Machines, Network Protocols, Distributed Computing, Network Architecture, Algorithms

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

    Skills you'll gain: Model Evaluation, Google Cloud Platform, Model Deployment, Data Preprocessing, Applied Machine Learning, Feature Engineering, Analytics, Cloud Storage, Predictive Analytics, Machine Learning, Advanced Analytics, Data Management

    Intermediate · Project · Less Than 2 Hours

  • P

    Packt

    SCS-C02: AWS Certified Security - Specialty

    Skills you'll gain: AWS Identity and Access Management (IAM), Key Management, Identity and Access Management, Single Sign-On (SSO), Amazon Web Services, Encryption, Amazon CloudWatch, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Infrastructure Security, Event Monitoring, Continuous Monitoring, Security Information and Event Management (SIEM), Application Security, Security Management, Firewall, Amazon Elastic Compute Cloud, Data Security, Incident Response, Compliance Management

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Michigan

    Big Ideas in Programming: Expressing Yourself with Python

    Skills you'll gain: Creative Design, Data Structures, Programming Principles, Software Visualization, Python Programming, Computer Programming, Predictive Modeling, Algorithms, Computational Thinking, Debugging

    3.8
    Rating, 3.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    Kennesaw State University

    Ethical AI Use

    Skills you'll gain: Prompt Engineering, Responsible AI, Data Ethics, Case Studies, AI Enablement, Generative AI, Ethical Standards And Conduct, Artificial Intelligence, Business Ethics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Creating a Quiz Game using Vanilla JavaScript

    Skills you'll gain: Javascript, Data Persistence, Scripting, Scripting Languages, Data Storage, Web Development, Functional Design, Data Structures, Business Logic, Game Design, Software Engineering

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Clemson University

    Human-Centered Artificial Intelligence

    Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Human Centered Design, Human Computer Interaction, Generative AI, Machine Learning, Model Evaluation, Ethical Standards And Conduct

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Social Media Campaigns with AI: From Strategy to Design

    Skills you'll gain: Prompt Engineering, Canva (Software), Social Media Campaigns, Instagram, Social Media Marketing, Social Media Content, Social Media Strategy, Content Creation, ChatGPT, Brand Management, Digital Content, AI Enablement, Data Import/Export

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Advanced Security and Troubleshooting

    Skills you'll gain: Remote Access Systems, Network Troubleshooting, Network Administration, Virtual Private Networks (VPN), Hardening, TCP/IP, Cybersecurity, Dynamic Host Configuration Protocol (DHCP), Human Factors (Security), Technical Support and Services, Encryption, Command-Line Interface, Authentications, Wireless Networks

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Advanced · Course · 1 - 4 Weeks

  • K

    Knowledge Accelerators

    Microsoft 365 Copilot AI: Office Automation & Workflows

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Productivity Software, Workflow Management, Microsoft Outlook, Business Correspondence, Business Writing, Productivity, Business Communication

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Introduction to FastAPI and Backend Development Fundamentals

    Skills you'll gain: Back-End Web Development, PostgreSQL, Python Programming, Restful API, SQL, API Design, Object-Relational Mapping, Database Management, Databases, Data Validation, Development Environment

    3.4
    Rating, 3.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Apply Advanced Dart Programming for Scalable Applications: EDUCBA
  • Blockchain Theory and Applications I: Pohang University of Science and Technology(POSTECH)
  • Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions: Google Cloud
  • SCS-C02: AWS Certified Security - Specialty: Packt
  • Big Ideas in Programming: Expressing Yourself with Python: University of Michigan
  • Ethical AI Use: Kennesaw State University
  • Creating a Quiz Game using Vanilla JavaScript: Coursera
  • Human-Centered Artificial Intelligence: Clemson University
  • Social Media Campaigns with AI: From Strategy to Design: Coursera
  • Advanced Security and Troubleshooting: Packt

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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