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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

    Amazon Web Services

    Capstone: Following the AWS Well Architected Framework

    Skills you'll gain: Cloud Computing Architecture, Amazon Web Services, Cloud Security, Operational Excellence, Reliability, Solution Architecture, Cloud-Native Computing, Systems Architecture, Corporate Sustainability, Operational Efficiency, Security Strategy, Operational Performance Management, Scalability, Cost Management, Disaster Recovery, Interviewing Skills

    4.6
    Rating, 4.6 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for the Google Cloud Professional Cloud Architect Exam 日本語版

    Skills you'll gain: Google Cloud Platform, Cloud Computing Architecture, Technical Design, System Design and Implementation, Cloud Computing, Cloud Security, Solution Architecture, Data Migration, Cloud Infrastructure, Enterprise Architecture, Virtual Machines, Identity and Access Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    36 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The State University of New York

    Advanced Information Literacy

    Skills you'll gain: digital literacy, Information Management, Literacy, Lifelong Learning, Critical Thinking, Investigation, Intellectual Property, Planning, Communication, Content Management, Reliability, Constructive Feedback, Data Access, Style Guides

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Learn Advanced React

    Skills you'll gain: React.js, Routing Protocols, JavaScript Frameworks, Frontend Performance, Web Content Accessibility Guidelines, UI Components, Debugging, Javascript, Context Management, User Flows, Authentications, Data Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    34 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Ethics of Psychological Research

    Skills you'll gain: Institutional Review Board (IRB), Research, Scientific Methods, Ethical Standards And Conduct, Research Design, Data Collection, Research Methodologies, Informed Consent, Psychology, Research and Design, Cultural Diversity

    4.9
    Rating, 4.9 out of 5 stars
    ·
    76 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI for Customer Experience with Chatbots and Analytics

    Skills you'll gain: Customer experience strategy (CX), Responsible AI, Customer Engagement, Predictive Analytics, ChatGPT, Customer Service, Google Gemini, Customer Insights, Anthropic Claude, Data-Driven Decision-Making, Artificial Intelligence, Return On Investment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Introduction to Uncertainty Quantification

    Skills you'll gain: Probability, Bayesian Statistics, Probability Distribution, Risk Modeling, Mathematical Modeling, Statistical Inference, Statistical Methods, Markov Model, Reliability, Simulations, Sampling (Statistics), Statistical Analysis

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    What is Qualitative Research?

    Skills you'll gain: Qualitative Research, Research, Research Methodologies, Data Collection, Research Design, Social Sciences, Interviewing Skills, Psychology, Analytical Skills

    4.7
    Rating, 4.7 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Building HTTP APIs with Spring

    Skills you'll gain: Spring Boot, Spring Framework, Restful API, Application Programming Interface (API), API Design, Data Persistence, Web Applications, Application Frameworks, Software Testing, Object-Relational Mapping, Hibernate (Java), Application Security, Authentications, JSON, Authorization (Computing), Dependency Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    CompTIA IT Fundamentals+ (FC0-U61)

    Skills you'll gain: Hardware Troubleshooting, Computer Networking, Network Protocols, Web Applications, Computer Security Awareness Training, Network Routers, Wireless Networks, Technical Support and Services, Encryption, Security Awareness, Computer Literacy, System Configuration, Microsoft Office, Authentications, Microsoft Windows, Peripheral Devices, Patch Management, Technical Support, Mac OS, Database Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    10 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free
    Free
    A

    Amazon Web Services

    Amazon Redshift Primer

    Skills you'll gain: Amazon Redshift, Amazon Web Services, Amazon S3, Data Warehousing, Data Store

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Web Development Fundamentals

    Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), Data Persistence, Event-Driven Programming, HTML and CSS, Web Applications, Front-End Web Development, Semantic Web, Javascript, Web Content Accessibility Guidelines, Data Storage Technologies, Application Security, User Interface (UI), Data Validation

    3.5
    Rating, 3.5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

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

  • Capstone: Following the AWS Well Architected Framework: Amazon Web Services
  • Preparing for the Google Cloud Professional Cloud Architect Exam 日本語版: Google Cloud
  • Advanced Information Literacy: The State University of New York
  • Learn Advanced React: Scrimba
  • Ethics of Psychological Research: American Psychological Association
  • AI for Customer Experience with Chatbots and Analytics: Coursera
  • Introduction to Uncertainty Quantification: Johns Hopkins University
  • What is Qualitative Research?: American Psychological Association
  • Building HTTP APIs with Spring: Vanderbilt University
  • CompTIA IT Fundamentals+ (FC0-U61): 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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