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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
    Free
    A

    Amazon Web Services

    Amazon Managed Grafana - Getting Started V01.00.01

    Skills you'll gain: Amazon Web Services, Amazon CloudWatch, Grafana, Hybrid Cloud Computing, Multi-Cloud, Prometheus (Software), Managed Services, Cloud Solutions

    4.3
    Rating, 4.3 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Cisco Certified DevNet Associate (200-901)

    Skills you'll gain: Cloud Deployment, Software Development Methodologies, Open Web Application Security Project (OWASP), CI/CD, Application Deployment, DevOps, Development Environment, Ansible, TCP/IP, Docker (Software), OSI Models, Cloud Infrastructure, General Networking, Computing Platforms, Application Programming Interface (API), Version Control, Network Administration, Software Design Patterns, JSON, Software-Defined Networking

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Advanced Cybersecurity Risk Management

    Skills you'll gain: Incident Response, Risk Management Framework, Cyber Risk, Risk Management, Security Management, Enterprise Risk Management (ERM), Business Risk Management, Cyber Threat Intelligence, Governance Risk Management and Compliance, Continuous Monitoring, Cyber Security Strategy, Security Information and Event Management (SIEM), Threat Detection, ISO/IEC 27001, Control Objectives for Information and Related Technology (COBIT), Key Performance Indicators (KPIs)

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Learn to Code with Rust

    Skills you'll gain: Rust (Programming Language), System Programming, Package and Software Management, Data Structures, Software Installation, Test Data, Programming Principles, Secure Coding, Maintainability, Debugging, Software Design Patterns, Integrated Development Environments, Data Sharing, Data Management, Command-Line Interface, Capacity Management

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Securing, Monitoring, and Scaling Kubernetes Clusters

    Skills you'll gain: Kubernetes, Role-Based Access Control (RBAC), Scalability, Network Security, System Monitoring, Network Monitoring, Continuous Monitoring, Capacity Management, Application Performance Management, Performance Tuning

    4
    Rating, 4 out of 5 stars
    ·
    8 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Security and Troubleshooting

    Skills you'll gain: Remote Access Systems, Network Troubleshooting, Network Administration, Virtual Private Networks (VPN), Hardening, TCP/IP, Cybersecurity, Dynamic Host Configuration Protocol (DHCP), Human Factors (Security), Technical Support and Services, Encryption, Command-Line Interface, Authentications, Wireless Networks

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

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

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

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Git Fundamentals – Getting Started with Git and GitHub

    Skills you'll gain: Unix Commands, Linux, Mac OS, File Management, Data Integrity

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Attention Mechanism - Español

    Skills you'll gain: Transfer Learning, Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Text Mining, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Red Hat Certified Engineer (RHCE) EX294: Unit 1

    Skills you'll gain: Ansible, Red Hat Enterprise Linux, IT Automation, Infrastructure as Code (IaC), Scripting, YAML, Configuration Management, Open Source Technology

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Chatbots for Beginners: A Complete Guide to Build Chatbots

    Skills you'll gain: Deep Learning, Tensorflow, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Artificial Intelligence, Recurrent Neural Networks (RNNs), Machine Learning Methods, Natural Language Processing, Python Programming, Serverless Computing, Machine Learning, Data Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Select a Google Cloud Database for Your Applications

    Skills you'll gain: Google Cloud Platform, Generative AI, Vector Databases, Cloud Applications, NoSQL, Databases, Database Management Systems, PostgreSQL, Database Systems, Relational Databases, Transaction Processing, Data Migration

    Beginner · Course · 1 - 4 Weeks

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

  • Amazon Managed Grafana - Getting Started V01.00.01: Amazon Web Services
  • Cisco Certified DevNet Associate (200-901): Packt
  • Advanced Cybersecurity Risk Management: Board Infinity
  • Learn to Code with Rust: Packt
  • Securing, Monitoring, and Scaling Kubernetes Clusters : LearnQuest
  • Advanced Security and Troubleshooting: Packt
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Español: Google Cloud
  • Git Fundamentals – Getting Started with Git and GitHub: Packt
  • Attention Mechanism - Español: Google Cloud
  • Red Hat Certified Engineer (RHCE) EX294: Unit 1: Pearson

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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