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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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    EDUCBA

    Master MariaDB: Install, Design & Manage Databases

    Skills you'll gain: Database Design, Operational Databases, Database Theory, Database Development, Relational Databases, SQL, PHP (Scripting Language), Database Application, Database Software, Database Systems, Database Management, Databases, Database Management Systems, Database Administration, Query Languages, Back-End Web Development, Data Structures, Software Installation, Configuration Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Managing Hybrid Storage, File Services and Network

    Skills you'll gain: Windows Servers, Active Directory, Remote Access Systems, Microsoft Servers, Virtual Private Networks (VPN), Network Security, Microsoft Azure, Dynamic Host Configuration Protocol (DHCP), Hybrid Cloud Computing, Data Storage Technologies, Azure Active Directory, Data Storage, Network Infrastructure, Virtual Networking, Cloud Storage, Wide Area Networks, File Management, Network Support, File Systems, Network Troubleshooting

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Navigating Disruption in Energy, Biology, Quantum, and Space

    Skills you'll gain: Quantum computing, Emerging Technologies, Business Transformation, Strategic Leadership, Business Ethics, Energy and Utilities, Technology Strategies, Biological Engineering, Sustainable Technologies, Strategic Thinking, Environmental Issue, Data Ethics, AI Integrations, Innovation, Sustainable Business, Biotechnology, Business Strategy, Systems Thinking, Commercialization, Automation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Risk Management for Cybersecurity and IT Managers

    Skills you'll gain: Risk Management, Cyber Risk, Threat Management, Risk Management Framework, Security Management, Vulnerability Management, IT Management, Risk Mitigation, Cybersecurity, Operational Risk, Cyber Security Strategy, Security Controls, Information Technology

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Italiano

    Skills you'll gain: Generative AI, Gemini, Google Gemini, MLOps (Machine Learning Operations), Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, AI Workflows, Artificial Intelligence, Model Training, Applied Machine Learning, Cloud Infrastructure, Machine Learning, Data Preprocessing

    Beginner · Course · 1 - 3 Months

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    Packt

    Cryptography, Network Security, and Application Security

    Skills you'll gain: Cybersecurity, Network Security, Cloud Security, Cyber Attacks, Information Systems Security, Application Security, OSI Models, Cryptography, Data Security, Cryptographic Protocols, Encryption, Network Administration, Infrastructure Security, Endpoint Security, General Networking, Security Controls, Malware Protection, Cloud Computing, Wireless Networks, Network Protocols

    Intermediate · Course · 1 - 4 Weeks

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    Dartmouth College

    Machine Learning Fundamentals

    Skills you'll gain: Supervised Learning, Predictive Modeling, Logistic Regression, Statistical Modeling, Model Evaluation, Statistical Machine Learning, Machine Learning Methods, Applied Machine Learning, Machine Learning, Generative Model Architectures, Machine Learning Algorithms, Classification Algorithms, Model Optimization, Regression Analysis, Probability & Statistics

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Full-Stack Web Development with SvelteKit & Supabase

    Skills you'll gain: UI Components, Application Deployment, Database Management, Data Store, Web Components, Frontend Integration, JavaScript Frameworks, Web Applications, Authentications, Front-End Web Development, Application Development, OpenAI API, AI Integrations, Back-End Web Development, Code Reusability, User Interface (UI), OAuth, Dashboard Creation, User Accounts, Data Persistence

    Advanced · Course · 1 - 4 Weeks

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    Fundação Instituto de Administração

    Cadeia de Suprimentos na Nuvem

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Business Transformation, Business Strategy, Value Propositions, Applied Machine Learning, Cloud-Based Integration, Cloud Computing, Cloud Applications, Business Modeling, Big Data, Automation, Internet Of Things, Systems Integration, Machine Learning, Predictive Analytics

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Managing a GKE Multi-tenant Cluster with Namespaces

    Skills you'll gain: Multi-Tenant Cloud Environments, Kubernetes, Role-Based Access Control (RBAC), Cloud Management, Capacity Management, Google Cloud Platform, System Monitoring, Identity and Access Management, DevOps, Cloud Infrastructure

    Intermediate · Project · Less Than 2 Hours

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    Coursera

    Manager of Managers: Performance Management and Metrics

    Skills you'll gain: Team Performance Management, Performance Management, Key Performance Indicators (KPIs), Performance Measurement, Employee Performance Management, Performance Metric, Performance Improvement, Human Resource Strategy, Performance Analysis, Performance Appraisal, Accountability Frameworks, Performance Review, People Analytics, Constructive Feedback, Organizational Strategy, Accountability, Employee Engagement, Data-Driven Decision-Making, Analytics, Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Project Management: Costs, Risk, Quality, and Compliance

    Skills you'll gain: Cost Management, Cost Estimation, Risk Management, Project Risk Management, Risk Mitigation, Risk Analysis, Cost Control, Compliance Management, Budget Management, Project Planning, Project Management, Verification And Validation, Cost Reduction, Agile Project Management, Microsoft Excel, Team Leadership, Microsoft Word, Leadership, Leadership Development, Microsoft Office

    Mixed · Course · 1 - 4 Weeks

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

  • Master MariaDB: Install, Design & Manage Databases: EDUCBA
  • Managing Hybrid Storage, File Services and Network: Packt
  • Navigating Disruption in Energy, Biology, Quantum, and Space: University of Illinois Urbana-Champaign
  • Risk Management for Cybersecurity and IT Managers: Packt
  • Introduction to AI and Machine Learning on GC - Italiano: Google Cloud
  • Cryptography, Network Security, and Application Security: Packt
  • Machine Learning Fundamentals: Dartmouth College
  • Full-Stack Web Development with SvelteKit & Supabase: Packt
  • Cadeia de Suprimentos na Nuvem: Fundação Instituto de Administração
  • Managing a GKE Multi-tenant Cluster with Namespaces: 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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