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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.


More to explore:

Popular Data Mining Courses and Certifications


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    Eindhoven University of Technology

    Lightcap 2: Basics of light and its effects on humans

    Skills you'll gain: Systems Of Measurement, Human Factors, Psychology, Electrophysiology, Human Learning, Physiology, Physics, Biology, Scientific Visualization, Research Methodologies

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    APIs Explorer: Cloud Storage

    Skills you'll gain: Cloud Storage, Data Storage, Cloud API, Cloud Computing, File Management, Data Storage Technologies, Google Cloud Platform

    Beginner · Project · Less Than 2 Hours

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    Packt

    Hacking WEP/WPA/WPA2 Wi-Fi Networks Using Kali Linux

    Skills you'll gain: Brute-force attacks, General Networking, Network Administration, Network Security, Penetration Testing, Wireless Networks, Exploitation techniques, Linux, Vulnerability Scanning, Linux Commands, Encryption, Network Analysis, Command-Line Interface, Virtual Machines

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California, Davis

    Digital Strategies: Managing Sociotechnological Co-Evolution

    Skills you'll gain: Responsible AI, Data Ethics, Social Impact, Technology Strategies, Digital Transformation, AI Enablement, Machine Learning, Technology Solutions, Human Machine Interfaces, Artificial Intelligence, Socioeconomics, Social Justice, Innovation, Business Ethics, Change Management, Ethical Standards And Conduct, Emerging Technologies, Policy Development

    4.7
    Rating, 4.7 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    AZ-104: Networking, Monitoring, and Backup Strategies

    Skills you'll gain: Virtual Networking, Load Balancing, Microsoft Azure, Network Monitoring, Network Troubleshooting, Data Storage Technologies, Network Administration, Virtual Machines, Disaster Recovery, System Monitoring, Network Security

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    تصوير البيانات في تابلو: أنشئ لوحات المعلومات والقصص

    Skills you'll gain: Dashboard, Tableau Software, Data Presentation, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Analysis, Data Management

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Scrimba

    Learn Express.js

    Skills you'll gain: Node.JS, Web Frameworks, Server Side, Application Servers, Web Applications, Web Servers, Restful API, JSON, Middleware, API Design, Real Time Data, Routing Protocols

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Spring WebFlux: Build Scalable Reactive Web Apps

    Skills you'll gain: Spring Framework, Software Architecture, Microservices, Cloud Applications, Event-Driven Programming, Java Programming, Restful API, Performance Tuning, MongoDB, Web Applications, Scalability, Real Time Data, Resilience, Integration Testing, Performance Management, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Employing Best Practices for Improving the Usability of LookML Projects

    Skills you'll gain: Looker (Software), Maintainability, Usability Testing, Exploratory Data Analysis, Data Dictionary, Data Literacy, Data Visualization, Data Analysis

    Intermediate · Project · Less Than 2 Hours

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    Google Cloud

    Google Calendar 日本語版

    Skills you'll gain: Calendar Management, Setting Appointments, Google Workspace, Scheduling, Collaborative Software, Coordinating, Event Management, Data Sharing, Business Solutions, Business Communication

    Beginner · Course · 1 - 3 Months

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    Packt

    DevOps to MLOps Bootcamp– Build & Deploy ML Systems

    Skills you'll gain: Model Deployment, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    EC-Council

    Into the Trenches: Security Operations Center

    Skills you'll gain: Incident Response, Computer Security Incident Management, Vulnerability Management, Security Information and Event Management (SIEM), Cyber Operations, Event Monitoring, Cyber Threat Hunting, Intrusion Detection and Prevention, Cyber Threat Intelligence, Enterprise Security, Threat Detection, Data Loss Prevention, Security Controls, Network Security, Network Monitoring

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Lightcap 2: Basics of light and its effects on humans: Eindhoven University of Technology
  • APIs Explorer: Cloud Storage: Google Cloud
  • Hacking WEP/WPA/WPA2 Wi-Fi Networks Using Kali Linux: Packt
  • Digital Strategies: Managing Sociotechnological Co-Evolution: University of California, Davis
  • AZ-104: Networking, Monitoring, and Backup Strategies: Packt
  • تصوير البيانات في تابلو: أنشئ لوحات المعلومات والقصص: Coursera
  • Learn Express.js: Scrimba
  • Spring WebFlux: Build Scalable Reactive Web Apps: Coursera
  • Employing Best Practices for Improving the Usability of LookML Projects: Google Cloud
  • Google Calendar 日本語版: Google Cloud

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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