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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


  • Status: Free Trial
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    Packt

    The Oracle Database Performance Tuning Course

    Skills you'll gain: Linux Administration, Event Monitoring, File I/O, Performance Testing, Data Storage Technologies, Scenario Testing, Data Storage, Simulations

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Unreal Engine 5 - The Intermediate Course

    Skills you'll gain: Unreal Engine, Data Structures, 3D Assets, Game Design, 3D Modeling, Virtual Environment, Data Store, Video Game Development, Animation and Game Design, Visualization (Computer Graphics), Data Management, Object Oriented Programming (OOP), Scripting, Scalability, Event-Driven Programming, Software Design, Debugging, Performance Tuning

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free
    Free
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    Amazon Web Services

    Getting Started with AWS Mainframe Modernization Service

    Skills you'll gain: Amazon Web Services, Cloud Deployment, Mainframe Computing, Cloud Applications, Platform As A Service (PaaS), Data Migration

    4.9
    Rating, 4.9 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Johns Hopkins University

    Cybersecurity Foundations: Threats Networks, and IoT Protection

    Skills you'll gain: Exploitation techniques, Border Gateway Protocol, Malware Protection, Cybersecurity, TCP/IP, Internet Of Things, Network Security, Threat Detection, Network Monitoring, Network Routing, Network Analysis, Cyber Risk, Network Protocols, Containerization

    Intermediate · Course · 1 - 3 Months

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    International Institute of Information Technology, Hyderabad

    Introduction to Computer Organization

    Skills you'll gain: Computer Engineering, Computer Science, System Programming, Embedded Systems, Performance Tuning, C (Programming Language), Computational Logic, Numerical Analysis, Algorithms, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Whizlabs

    Exam Prep CKA: Certified Kubernetes Administrator

    Skills you'll gain: Kubernetes, Docker (Software), Network Troubleshooting, Containerization, CI/CD, Application Deployment, Cloud Deployment, YAML, Scalability, Cloud Computing Architecture, Virtual Networking, Role-Based Access Control (RBAC), Network Monitoring, System Monitoring, Configuration Management, Debugging, Data Persistence

    3.2
    Rating, 3.2 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Predict Visitor Purchases with a Classification Model in BQML

    Skills you'll gain: Model Evaluation, Logistic Regression, Exploratory Data Analysis, Predictive Analytics, Analytics, E-Commerce, Big Data, Applied Machine Learning, Data Analysis, Classification Algorithms

    Intermediate · Project · Less Than 2 Hours

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    Board Infinity

    Introduction to Continuous Improvement Process

    Skills you'll gain: Statistical Process Controls, Product Quality (QA/QC), Quality Management, Quality Management Systems, Quality Improvement, ISO 9000 Series, Continuous Improvement Process, Service Improvement, Continuous Quality Improvement (CQI), Customer experience improvement, Quality Control, Process Improvement, Customer Insights, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    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

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Fundamentals of Network Security and Cryptography

    Skills you'll gain: Network Security, Cryptography, Firewall, Cybersecurity, Intrusion Detection and Prevention, Virtual Private Networks (VPN), Cloud Security, Public Key Infrastructure, Network Monitoring, Encryption, Network Architecture, Dynamic Host Configuration Protocol (DHCP), Human Factors (Security), Local Area Networks, Virtual Local Area Network (VLAN), Network Switches, Authentications

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Pearson

    CompTIA Cybersecurity Analyst (CySA+) CS0-003: Unit 3

    Skills you'll gain: Computer Security Incident Management, Security Management, Data Security, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    The Chinese University of Hong Kong

    离散优化建模高阶篇 Advanced Modeling for Discrete Optimization

    Skills you'll gain: Mathematical Modeling, Operations Research, Debugging, Traffic Flow Optimization, Computational Logic, Business Logic, Algorithms, Data Validation

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

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

  • The Oracle Database Performance Tuning Course: Packt
  • Unreal Engine 5 - The Intermediate Course: Packt
  • Getting Started with AWS Mainframe Modernization Service: Amazon Web Services
  • Cybersecurity Foundations: Threats Networks, and IoT Protection: Johns Hopkins University
  • Introduction to Computer Organization: International Institute of Information Technology, Hyderabad
  • Exam Prep CKA: Certified Kubernetes Administrator: Whizlabs
  • Predict Visitor Purchases with a Classification Model in BQML: Google Cloud
  • Introduction to Continuous Improvement Process: Board Infinity
  • Human-Centered Artificial Intelligence: Clemson University
  • Fundamentals of Network Security and Cryptography: 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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