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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 Trial
    Free Trial
    I

    Illinois Tech

    Open Source Programming - Master's

    Skills you'll gain: Test Driven Development (TDD), Python Programming, Object Oriented Programming (OOP), Object Oriented Design, Scripting Languages, Code Reusability, Test Script Development, Computer Programming, Unit Testing, File I/O, Development Testing, Web Development, Scripting, Program Development, Other Programming Languages, Database Software, Open Source Technology, Database Management, Database Development, Data Processing

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Wireshark for Security: Detect Network Anomalies

    Skills you'll gain: Threat Detection, Cyber Threat Hunting, Anomaly Detection, Network Security, General Networking, Network Monitoring, Real Time Data, Security Strategy, Network Analysis, Network Protocols, Data Capture

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Splunk Inc.

    Splunk Knowledge Manager 103

    Skills you'll gain: Dashboard Creation, Splunk, Interactive Data Visualization, Data Mapping, Performance Tuning, Geospatial Information and Technology, Geospatial Mapping, Wireframing, Extensible Markup Language (XML), Prototyping, JSON

    4.6
    Rating, 4.6 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EC-Council

    Into the Trenches: Security Operations Center

    Skills you'll gain: Incident Response, Vulnerability Management, Security Information and Event Management (SIEM), Event Monitoring, Cyber Threat Hunting, Intrusion Detection and Prevention, Enterprise Security, Threat Detection, Data Loss Prevention, Network Analysis

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Introduction to Privacy - Part 2

    Skills you'll gain: Information Privacy, Personally Identifiable Information, Document Management, Data Management, Data Governance, Law, Regulation, and Compliance, Training Programs, Compliance Training, Compliance Management, Record Keeping, Security Awareness, Regulatory Compliance, Employee Training, Records Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    ISTQB Usability Tester Certification Preparation

    Skills you'll gain: Usability Testing, Usability, Human Centered Design, Software Testing, Surveys, User Experience Design, Software Quality (SQA/SQC), Survey Creation, Test Planning, Technical Communication, UI/UX Research, Quality Assurance, User Research, Verification And Validation, User Centered Design, Web Content Accessibility Guidelines, Report Writing, User Experience, Risk Management Framework, Stakeholder Engagement

    3.1
    Rating, 3.1 out of 5 stars
    ·
    10 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Simplilearn

    Introduction to AWS for Cloud Beginners

    Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon DynamoDB, Database Management, AWS CloudFormation, Database Management Systems, Infrastructure as Code (IaC), Amazon Elastic Compute Cloud, Cloud Infrastructure, Databases, Cloud Hosting, Identity and Access Management, Amazon S3, Cloud Deployment, Cloud Engineering, Cloud Computing, Cloud Management, Cloud Development, Cloud Solutions

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Маркетинг в цифровом мире

    Skills you'll gain: MarTech, Marketing, Digital Marketing Tools, Product Promotion, Promotional Strategies, Marketing Strategies, Marketing Strategy and Techniques, Strategic Marketing, Market Dynamics, Marketing Channel, Product Development, Digital Marketing, Digital Transformation, Consumer Behaviour, New Product Development, Customer Engagement, E-Commerce, Innovation, Empowerment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Evaluating Student Understanding with Socrative

    Skills you'll gain: Education Software and Technology, Real Time Data

    4.8
    Rating, 4.8 out of 5 stars
    ·
    37 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    R

    Red Hat

    Red Hat Enterprise Linux Automation with Ansible

    Skills you'll gain: Ansible, Red Hat Enterprise Linux, Linux Administration, Linux Servers, IT Automation, Linux, Systems Administration, System Configuration, YAML, Application Deployment, Containerization, File Management, Configuration Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    O

    O.P. Jindal Global University

    Supervised Learning and Its Applications in Marketing

    Skills you'll gain: Marketing Analytics, Supervised Learning, Customer Analysis, Customer Retention, Data-Driven Marketing, Applied Machine Learning, Predictive Analytics, Marketing, Scikit Learn (Machine Learning Library), Machine Learning Methods, AI Personalization, Customer Insights, Machine Learning, Model Deployment, Predictive Modeling, Machine Learning Algorithms, Python Programming, Personalized Service, Model Training, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    W

    Whizlabs

    AWS DynamoDB Fundamentals

    Skills you'll gain: Amazon DynamoDB, Amazon Web Services, NoSQL, Database Management, Data Store, Transaction Processing, Query Languages, Data Storage, Disaster Recovery, Data Manipulation, Scalability, Capacity Management

    Beginner · Course · 1 - 3 Months

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

  • Open Source Programming - Master's: Illinois Tech
  • Wireshark for Security: Detect Network Anomalies: Coursera
  • Splunk Knowledge Manager 103: Splunk Inc.
  • Into the Trenches: Security Operations Center: EC-Council
  • Introduction to Privacy - Part 2: Infosec
  • ISTQB Usability Tester Certification Preparation: Board Infinity
  • Introduction to AWS for Cloud Beginners: Simplilearn
  • Маркетинг в цифровом мире: University of Illinois Urbana-Champaign
  • Evaluating Student Understanding with Socrative: Coursera
  • Red Hat Enterprise Linux Automation with Ansible: Red Hat

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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