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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


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    Google Cloud

    Introduction to Responsible AI - 繁體中文

    Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, AI Product Strategy, Business Logic

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Introduction to Hibernate

    Skills you'll gain: Object-Relational Mapping, Database Design

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Boost R Coding with GitHub Copilot

    Skills you'll gain: Microsoft Copilot, Version Control, Collaborative Software, GitHub, Microsoft Visual Studio, Software Documentation, AI Workflows, R Programming, Git (Version Control System), Computer Programming Tools, Debugging

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    User DNA: Crafting Personas & Journey Maps in Miro

    Skills you'll gain: User Experience Design, Persona (User Experience), User Experience, Design Research, User Research, User Centered Design, Usability, User Flows, Persona Development, Qualitative Research, Process Mapping, Design Software, Collaborative Software

    Intermediate · Course · 1 - 4 Weeks

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    University of Glasgow

    6G Evolution: Blockchain, Semantic Communications & Radar

    Skills you'll gain: Federated Learning, Emerging Technologies, Generative AI, Communication Systems, Internet Of Things, Software-Defined Networking, Digital Communications, Network Architecture, Zero Trust Network Access, Artificial Intelligence and Machine Learning (AI/ML), Distributed Computing, Artificial Intelligence, Information Technology, Health Technology, Electronics Engineering, Electrical Engineering, Machine Learning, Trustworthiness

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Monitoring and Managing Bigtable Health and Performance

    Skills you'll gain: Cloud Management, Google Cloud Platform, Operational Databases, Data Management, Database Management, NoSQL, Data Storage Technologies, System Monitoring, Disaster Recovery, Scalability

    Beginner · Project · Less Than 2 Hours

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    Coursera

    Facebook Strategy: Effective Content

    Skills you'll gain: Content Performance Analysis, Facebook, Social Media Content, Target Audience, Content Strategy, Performance Analysis, Social Media Strategy, Social Media, Content Marketing, Customer Insights, Target Market, Digital Media Strategy

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Foundations of Statistical Learning & Algorithms

    Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Deep Dive iOS 16 Swift - SwiftUI Programming

    Skills you'll gain: Apple Xcode, UI Components, iOS Development, User Interface (UI) Design, Apple iOS, Mobile Development, User Interface and User Experience (UI/UX) Design, Swift Programming, Responsive Web Design, User Interface (UI), Application Design, Animations, Interactive Design, Data Visualization Software, Interactive Data Visualization, Application Development, Model View Controller, Programming Principles, Application Programming Interface (API), Software Design

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Master Character Design in Blender for Unity, Unreal Engine

    Skills you'll gain: Animations, Visualization (Computer Graphics), Game Design, Creative Design, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Creating and Alerting on Logs-based Metrics

    Skills you'll gain: Google Cloud Platform, Event Monitoring, System Monitoring, Cloud Management, Unstructured Data

    Intermediate · Project · Less Than 2 Hours

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    Packt

    SwiftUI & Node.JS FullStack - Build Twitter - iOS 16

    Skills you'll gain: Full-Stack Web Development, Node.JS, User Interface (UI), Restful API, Back-End Web Development, User Accounts, Server Side, Swift Programming, JavaScript Frameworks, Secure Coding, Web Development Tools, Application Programming Interface (API), API Design, Authentications, Mobile Development, Database Software, MongoDB, Web Development, Development Environment, API Gateway

    Beginner · Specialization · 1 - 3 Months

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

  • Introduction to Responsible AI - 繁體中文: Google Cloud
  • Introduction to Hibernate: Board Infinity
  • Boost R Coding with GitHub Copilot: Microsoft
  • User DNA: Crafting Personas & Journey Maps in Miro: Coursera
  • 6G Evolution: Blockchain, Semantic Communications & Radar: University of Glasgow
  • Monitoring and Managing Bigtable Health and Performance: Google Cloud
  • Facebook Strategy: Effective Content: Coursera
  • Foundations of Statistical Learning & Algorithms: Northeastern University
  • Deep Dive iOS 16 Swift - SwiftUI Programming: Packt
  • Master Character Design in Blender for Unity, Unreal Engine: 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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