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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


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    Pearson

    CompTIA Linux+ XK0-005: Unit 6

    Skills you'll gain: Linux Administration, Operating System Administration, Linux Servers, Systems Administration, System Monitoring, Linux, Performance Tuning, File Management, Data Storage Technologies, Network Troubleshooting, Remote Access Systems, User Interface (UI), User Accounts, File Systems

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Vue.js 3 and Firebase for Beginners

    Skills you'll gain: Vue.JS, User Interface (UI), User Interface and User Experience (UI/UX) Design, JavaScript Frameworks, Front-End Web Development, Authentications, Web Applications, Web Development Tools, Real Time Data, Responsive Web Design, Javascript, Data Management

    Beginner · Course · 1 - 3 Months

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    Pearson

    CompTIA Linux+ XK0-005: Unit 5

    Skills you'll gain: File Systems, Linux Administration, Linux, Linux Commands, Computer Hardware, Data Storage, Operating System Administration, Hardware Architecture, Operating Systems, Systems Administration, System Configuration, Command-Line Interface, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    IA generativa: conceitos básicos

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Artificial Intelligence, Large Language Modeling, Business Logic, Data-Driven Decision-Making, Machine Learning, Unstructured Data, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Intro to NodeJS

    Skills you'll gain: Node.JS, File I/O, Javascript, Event-Driven Programming, Web Applications, Web Servers, Software Installation, Server Side, Application Development, JSON, Real Time Data, Command-Line Interface, TCP/IP, OS Process Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Python Features and Functions

    Skills you'll gain: Software Design Patterns, Functional Design, Programming Principles

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Cloud Deployment, Deep Learning, MLOps (Machine Learning Operations), Data Preprocessing, Machine Learning Methods, Artificial Neural Networks, Data Pipelines, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

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    Coursera

    SmartBear API Hub Development: Design, Test & Deploy

    Skills you'll gain: API Design, API Gateway, API Testing, Application Programming Interface (API), Software Documentation, Restful API, Server Side, Test Automation, Software Testing, Interactive Design, Software Design, Test Case, Application Deployment, Software Versioning, Collaboration, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Risk Management Excellence - NIST 800-37 Framework Training

    Skills you'll gain: Threat Management, Cyber Security Assessment, Regulatory Requirements

    Intermediate · Course · 1 - 3 Months

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    Packt

    Practical Cybersecurity: Stay Safe Online

    Skills you'll gain: Cybersecurity, Cyber Security Strategy, Data Security, Cyber Threat Intelligence, Computer Security Awareness Training, Zero Trust Network Access, Information Systems Security, Security Awareness, Security Engineering, Threat Detection, Human Factors (Security), Cultural Sensitivity, Security Controls, Incident Response, Proactivity, Fraud detection, Information Technology

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to AI and Machine Learning on GC - Deutsch

    Skills you'll gain: Google Cloud Platform, Generative AI, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Model Deployment, Data Preprocessing, Big Data, Cloud Infrastructure, Machine Learning, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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    Coursera

    TikTok Analytics: Optimize Performance

    Skills you'll gain: Content Performance Analysis, TikTok, Driving engagement, Marketing Analytics, Content Strategy, Performance Metric, Key Performance Indicators (KPIs), Analytics, Data-Driven Decision-Making, Brand Awareness

    Beginner · Course · 1 - 4 Weeks

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

  • CompTIA Linux+ XK0-005: Unit 6: Pearson
  • Vue.js 3 and Firebase for Beginners: Packt
  • CompTIA Linux+ XK0-005: Unit 5: Pearson
  • IA generativa: conceitos básicos: Google Cloud
  • Intro to NodeJS: Packt
  • Advanced Python Features and Functions: Packt
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어: Google Cloud
  • SmartBear API Hub Development: Design, Test & Deploy: Coursera
  • Risk Management Excellence - NIST 800-37 Framework Training: Packt
  • Practical Cybersecurity: Stay Safe Online: 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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