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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


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    University of Maryland, College Park

    Digital Marketing 2

    Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Google Analytics, Digital Marketing, Search Engine Marketing, Web Analytics, Digital Advertising, Marketing Effectiveness, A/B Testing, MarTech, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Customer experience improvement

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Instagram Analytics: Optimize Performance

    Skills you'll gain: Instagram, Content Performance Analysis, Social Media Content, Social Media, Social Media Marketing, Marketing Analytics, Content Strategy, Strategic Decision-Making, Key Performance Indicators (KPIs), Brand Awareness, Competitive Analysis, Drive Engagement

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Foundations of Cybersecurity Operations

    Skills you'll gain: Threat Detection, Identity and Access Management, Incident Response, Cybersecurity, Cyber Attacks, Cyber Security Strategy, Threat Management, Zero Trust Network Access, MITRE ATT&CK Framework, Security Management, Cyber Security Policies, Security Awareness, Security Information and Event Management (SIEM), Security Controls, Endpoint Security, User Accounts, General Data Protection Regulation (GDPR)

    Beginner · Course · 1 - 3 Months

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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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    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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    Packt

    User Profile and Listing Management

    Skills you'll gain: React.js, UI Components, User Interface (UI), Web Applications, User Accounts, Front-End Web Development, User Interface and User Experience (UI/UX) Design, Secure Coding, Javascript, Authorization (Computing), Authentications, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Full Stack Development and SwiftUI Basics

    Skills you'll gain: Node.JS, Back-End Web Development, User Accounts, Server Side, Swift Programming, Full-Stack Web Development, Web Development, API Gateway, Programming Principles, Real Time Data, Apple iOS, Frontend Integration, Web Applications, Restful API, Authentications, Data Management, Image Analysis, JSON, UI Components, User Interface (UI)

    Advanced · Course · 1 - 4 Weeks

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    Pearson

    Practical Cybersecurity Fundamentals: Unit 4

    Skills you'll gain: DevSecOps, Cloud Security, Patch Management, Cyber Security Assessment, Cloud Deployment, Internet Of Things, Infrastructure Security, Cloud Infrastructure, Vulnerability Assessments, Cloud Services, Secure Coding, Continuous Monitoring

    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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    Google Cloud

    IA générative : se familiariser avec le domaine

    Skills you'll gain: Google Gemini, Generative AI, Google Cloud Platform, AI Security, AI Product Strategy, Responsible AI, AI Enablement, Data Governance, Cloud Computing, Decision Making, Business Solutions, Artificial Intelligence, MLOps (Machine Learning Operations)

    Beginner · Course · 1 - 3 Months

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    University of Virginia Darden School Foundation

    디지털 전환 입문과정 [파트 2]

    Skills you'll gain: Digital Transformation, Performance Improvement, Business Transformation, Data Integrity, Organizational Change, Data Security, Cloud Computing, Business Technologies, Technology Strategies, Business Process Improvement, Case Studies, Emerging Technologies, Market Trend

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Google Workspace: Device Management, Monitoring and Auditing

    Skills you'll gain: System Monitoring, Google Workspace, Cloud Management, Endpoint Security, Network Troubleshooting, Security Management, Cloud Applications, Application Deployment, Compliance Auditing, Incident Management, Data Security, Configuration Management, User Provisioning, Taking Meeting Minutes, Annual Reports

    Intermediate · Course · 1 - 4 Weeks

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

  • Digital Marketing 2: University of Maryland, College Park
  • Instagram Analytics: Optimize Performance: Coursera
  • Foundations of Cybersecurity Operations: Starweaver
  • Vue.js 3 and Firebase for Beginners: Packt
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어: Google Cloud
  • User Profile and Listing Management: Packt
  • Advanced Full Stack Development and SwiftUI Basics: Packt
  • Practical Cybersecurity Fundamentals: Unit 4: Pearson
  • Intro to NodeJS: Packt
  • IA générative : se familiariser avec le domaine: 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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