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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


  • A

    Automatic Data Processing, Inc. (ADP)

    Fundamentals of Compensation Strategies

    Skills you'll gain: Compensation Analysis, Compensation Management, Compensation Strategy, Compensation and Benefits, Benefits Administration, Labor Compliance, Regulatory Compliance, Human Resource Strategy, Communication Strategies, Benchmarking, Equities

    4.2
    Rating, 4.2 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Building AI Applications with Haystack

    Skills you'll gain: AI Orchestration, LLM Application, AI Workflows, OpenAI API, Tool Calling, Retrieval-Augmented Generation, Prompt Engineering, Agentic systems, Data Pipelines

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Getting Started with Application Development 日本語版

    Skills you'll gain: Cloud Applications, Cloud Development, Google Cloud Platform, Data Store, Application Development, Cloud API, Dataflow, Cloud Storage, Data Storage, Node.JS, NoSQL, Scalability

    4.4
    Rating, 4.4 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Generative AI Strategies for Effective Leadership

    Skills you'll gain: AI Enablement, Strategic Leadership, Leadership, Strategic Thinking, Data Ethics, Business Transformation

    Beginner · Course · 1 - 4 Weeks

  • J

    James Spurin

    Dive Into Ansible - Beginner to Expert in Ansible - DevOps

    Skills you'll gain: Ansible, Infrastructure as Code (IaC), Cloud-Native Computing, Devops Tools, YAML, CI/CD, IT Automation, Docker (Software), Containerization, Amazon Web Services, Shell Script, Amazon Elastic Compute Cloud, Command-Line Interface, Data Security, Python Programming, Performance Tuning, Configuration Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Social Determinants of Health: Vulnerable Populations

    Skills you'll gain: Health Disparities, Social Determinants Of Health, Health Equity, Maternal Health, Statistical Software, Box Plots, Data Analysis, Health Policy, Child Health, Socioeconomics, Health Informatics, Statistical Hypothesis Testing, Public Health, Data Visualization, Diversity Awareness, Policy Analysis

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Develop Clustering Models with Azure ML Designer

    Skills you'll gain: Microsoft Azure, Unsupervised Learning, Applied Machine Learning, Predictive Analytics, Model Deployment, Data Transformation, Model Evaluation, Exploratory Data Analysis, Data Processing, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, User Accounts

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Get started with Mural

    Skills you'll gain: Collaborative Software, Productivity Software, Telecommuting, Virtual Teams, Team Building, Organizational Skills, User Accounts, Brainstorming, Data Visualization, Data Sharing, Business Strategy

    3.9
    Rating, 3.9 out of 5 stars
    ·
    9 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • 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

  • P

    Packt

    Linux Administration and Storage

    Skills you'll gain: Shell Script, User Accounts, Linux Administration, Linux, Unix Shell, Linux Commands, Unix, Operating System Administration, File Systems, Performance Tuning, Systems Administration, Scripting, File Management, Data Storage, Authorization (Computing), Command-Line Interface, Operating Systems, System Monitoring

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Codio

    Connecting to Devices and Networks

    Skills you'll gain: Firewall, Ubuntu, Network Monitoring, TCP/IP, Data Storage, Network Protocols, Network Troubleshooting, Unix, General Networking, Linux, Command-Line Interface, Data Storage Technologies, System Configuration, Network Security, File Management, Shell Script, Computer Hardware, Disaster Recovery

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Rust Programming Essentials

    Skills you'll gain: System Programming, Rust (Programming Language), Data Structures, Relational Databases, Other Programming Languages, Databases, Debugging, Programming Principles, Application Development, Secure Coding, SQL, Object Oriented Programming (OOP), C++ (Programming Language), Interoperability, Software Development, File I/O, Command-Line Interface, Data Import/Export

    3.9
    Rating, 3.9 out of 5 stars
    ·
    8 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Fundamentals of Compensation Strategies: Automatic Data Processing, Inc. (ADP)
  • Building AI Applications with Haystack: DeepLearning.AI
  • Getting Started with Application Development 日本語版: Google Cloud
  • Apply Generative AI Strategies for Effective Leadership: EDUCBA
  • Dive Into Ansible - Beginner to Expert in Ansible - DevOps: James Spurin
  • Social Determinants of Health: Vulnerable Populations: University of Minnesota
  • Develop Clustering Models with Azure ML Designer: Microsoft
  • Get started with Mural: Coursera
  • Advanced Security and Troubleshooting: Packt
  • Linux Administration and Storage: 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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