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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

    SQLServer for Beginners: Database Design & CRUD Operations

    Skills you'll gain: Database Design, Relational Databases, Database Development, Microsoft SQL Servers, SQL, Database Management, Databases, Business Requirements, Frontend Integration

    4.1
    Rating, 4.1 out of 5 stars
    ·
    24 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • K

    Kennesaw State University

    Cybersecurity: Protecting your Information at Home

    Skills you'll gain: Email Security, Personally Identifiable Information, Firewall, Threat Detection, Network Security, Cybersecurity, Security Awareness, Cloud Storage, Information Privacy, Cloud Computing, General Networking, Encryption

    4.8
    Rating, 4.8 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Infosec

    Certified Secure Software Lifecycle Professional (CSSLP)

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

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • 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

  • C

    Coursera

    Build Your Portfolio Website with Angular JS

    Skills you'll gain: Angular, JavaScript Frameworks, Model View Controller, Javascript, Web Development Tools, Web Development, Software Development

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • A

    AI CERTs

    AI for Telecommunications

    Skills you'll gain: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Anomaly Detection, AI Personalization, Internet Of Things, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Wireless Networks, Generative AI, Emerging Technologies, Generative AI Agents, Network Performance Management, Digital Communications, Network Architecture, Network Protocols, Computer Networking, Communication, System Design and Implementation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Advanced · Specialization · 1 - 3 Months

  • C

    Coursera

    Benchmark & Optimize LLM App Performance

    Skills you'll gain: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery: Qwik Start - Console

    Skills you'll gain: Big Data, Google Cloud Platform, Data Access, SQL, Query Languages

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    TypeScript Arrays

    Skills you'll gain: TypeScript, Data Structures, Javascript

    4.3
    Rating, 4.3 out of 5 stars
    ·
    23 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    .NET 8 Backend Bootcamp – Modulith, DDD & CQRS

    Skills you'll gain: Application Deployment, Integration Testing, Object-Relational Mapping, API Design, ASP.NET, Database Design, Enterprise Architecture, Docker (Software), Database Systems, Systems Integration, Data Validation, Business Logic, Development Environment

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Introduction to Python and Basic Selenium Setup

    Skills you'll gain: Selenium (Software), Test Automation, Object Oriented Programming (OOP), Test Script Development, Test Tools, Software Testing, Programming Principles, Software Installation, Scripting, Python Programming, Development Environment, Integrated Development Environments, Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Manage Features

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Modeling, Google Cloud Platform, Feature Engineering, Data Processing, Data Management, Data Storage Technologies, Data Security

    4
    Rating, 4 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • SQLServer for Beginners: Database Design & CRUD Operations: Coursera
  • Cybersecurity: Protecting your Information at Home: Kennesaw State University
  • Certified Secure Software Lifecycle Professional (CSSLP): Infosec
  • 基于.Net的Web开发技术: Xi'an Jiaotong University
  • Build Your Portfolio Website with Angular JS: Coursera
  • AI for Telecommunications: AI CERTs
  • Benchmark & Optimize LLM App Performance: Coursera
  • BigQuery: Qwik Start - Console: Google Cloud
  • TypeScript Arrays: Coursera
  • .NET 8 Backend Bootcamp – Modulith, DDD & CQRS: 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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