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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


  • C

    Coursera

    Using Date and Time Functions in Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Real Time Data

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Understanding the Value of Human-Centered Design

    Skills you'll gain: Human Centered Design, User Experience Design, Stakeholder Engagement, Design Thinking, Creativity, Research and Design, Ideation, Stakeholder Analysis, Surveys, Data Collection, Storytelling, Design Strategies, Collaboration, Innovation, User Research, Presentations, Communication, Goal Setting

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Deep Learning for Natural Language Processing

    Skills you'll gain: Large Language Modeling, Recurrent Neural Networks (RNNs), Natural Language Processing, Prompt Engineering, Artificial Neural Networks, Transfer Learning, Deep Learning, PyTorch (Machine Learning Library), Embeddings, Model Evaluation, Network Architecture

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Back-End Web Developers

    Skills you'll gain: Responsible AI, Database Management, Back-End Web Development, OpenAI API, Generative AI, Performance Tuning, API Design, Prompt Engineering, Application Programming Interface (API), Databases, Artificial Intelligence, Risk Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    Infosec

    Certified Secure Software Lifecycle Professional (CSSLP)

    Skills you'll gain: Application Security, Secure Coding, Threat Modeling, Security Testing, Software Development Life Cycle, Systems Development Life Cycle, Security Controls, Risk Management Framework, Security Engineering, Security Software, Security Requirements Analysis, Software Development, Authorization (Computing), Data Security, Vulnerability Assessments, Identity and Access Management, Cryptography, Software Architecture, Software Design, Configuration Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Advanced JavaScript 2: Async JS, APIs, Operators, Objects

    Skills you'll gain: Ajax, JSON, Application Programming Interface (API), Javascript, Event-Driven Programming, Data Validation, Web Development, Object Oriented Programming (OOP), Debugging

    Intermediate · Course · 1 - 4 Weeks

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

    Pearson

    CompTIA Cybersecurity Analyst (CySA+) CS0-003: Unit 1

    Skills you'll gain: Cyber Operations, Cybersecurity, Cyber Threat Intelligence, Cyber Attacks, Cyber Threat Hunting, Cyber Security Strategy, Threat Modeling, Information Systems Security, Threat Detection, Network Security, Security Information and Event Management (SIEM), MITRE ATT&CK Framework, Security Controls, Incident Response, Vulnerability Assessments, Cloud Security, Vulnerability Management, Vulnerability, Encryption, Configuration Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    X

    Xi'an Jiaotong University

    基于.Net的Web开发技术

    Skills you'll gain: ASP.NET, .NET Framework, Web Development, Database Application, Object Oriented Programming (OOP), Web Applications, Javascript, HTML and CSS, Web Design, Data Access, Web Servers, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    L

    LearnQuest

    클라우드 컴퓨팅 기초(Cloud 101)

    Skills you'll gain: Cloud Computing, Cloud Services, Cloud Deployment, Cloud Platforms, Cloud Technologies, Public Cloud, Cloud Computing Architecture, Cloud Infrastructure, Managed Services, Computing Platforms, Infrastructure As A Service (IaaS), Serverless Computing, Service Level, Microsoft Azure, Software As A Service, Hybrid Cloud Computing, Platform As A Service (PaaS), Private Cloud, Emerging Technologies, Kubernetes

    4.5
    Rating, 4.5 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Learn to Teach Java: ArrayLists and 2D Arrays

    Skills you'll gain: Java, Computer Programming, Object Oriented Programming (OOP), Test Case, Digital pedagogy, Debugging, Algorithms, Data Structures, Integrated Development Environments

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    Real-World Cloud PM 3 of 3: Security, AWS Well-Architected

    Skills you'll gain: Amazon Web Services, Technical Product Management, Cloud Security, Cloud Computing Architecture, Virtual Networking, Cloud Computing, Cloud Platforms, Product Management, Product Support, Technical Support, Network Security, Identity and Access Management, Business

    4.6
    Rating, 4.6 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Build a DIY Multimodal Question Answering System with Vertex AI

    Skills you'll gain: Multimodal Prompts, Embeddings, Metadata Management, Image Analysis, LLM Application, Text Mining, Generative AI, Large Language Modeling, Vector Databases

    Intermediate · Project · Less Than 2 Hours

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

  • Using Date and Time Functions in Excel: Coursera
  • Understanding the Value of Human-Centered Design: University of Illinois Urbana-Champaign
  • Deep Learning for Natural Language Processing: University of Colorado Boulder
  • GenAI for Back-End Web Developers: Coursera
  • Certified Secure Software Lifecycle Professional (CSSLP): Infosec
  • Advanced JavaScript 2: Async JS, APIs, Operators, Objects: Scrimba
  • CompTIA Cybersecurity Analyst (CySA+) CS0-003: Unit 1: Pearson
  • 基于.Net的Web开发技术: Xi'an Jiaotong University
  • 클라우드 컴퓨팅 기초(Cloud 101): LearnQuest
  • Learn to Teach Java: ArrayLists and 2D Arrays: University of California San Diego

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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