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  • Unsupervised Learning

Unsupervised Learning Courses

Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Popular Unsupervised Learning Courses and Certifications


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    N

    National Taiwan University

    AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI)

    Skills you'll gain: Mental Concentration, AI literacy, Psychology, Self-Awareness, Artificial Intelligence, Personal Development, Independent Thinking, Emotional Intelligence, Goal Setting, Critical Thinking, Empathy, Learning Strategies, Relationship Building, Mindfulness

    Beginner · Course · 1 - 3 Months

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    I

    Imperial College London

    TensorFlow 2 시작하기

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Training, Model Evaluation, Deep Learning, Convolutional Neural Networks, Model Optimization, Image Analysis, Predictive Modeling, Data Preprocessing, Applied Machine Learning, Artificial Neural Networks, Computer Vision

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Network Security Principles

    Skills you'll gain: Network Security, Role-Based Access Control (RBAC), Cybersecurity, Firewall, Network Monitoring, Authentications, Virtual Private Networks (VPN), Authorization (Computing), Intrusion Detection and Prevention, Identity and Access Management, Security Controls, Encryption, Group Policy

    Beginner · Course · 1 - 3 Months

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    U

    Universidad de Palermo

    Inteligencia Artificial Aplicada a la Construcción

    Skills you'll gain: Civil and Architectural Engineering, Architecture and Construction, Civil Engineering, Sustainable Architecture, Sustainable Technologies, Project Management, Engineering Management, Innovation, Sustainable Design, AI Integrations, Organizational Change, Robotics, Culture Transformation, Case Studies, AI literacy, 3D Modeling

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    S

    Starweaver

    IoT Based System Design: Foundations and Applications

    Skills you'll gain: Networking Hardware, Health Technology, Computer Hardware, Hardware Architecture, Data Security, Automation, Cloud Applications, Continuous Monitoring, AI Integrations, Open Source Technology, Scalability, Predictive Modeling

    4.1
    Rating, 4.1 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Certified Associate in Project Management (CAPM)® Exam: Unit 8

    Skills you'll gain: Personalized Service, Learning Styles, Learning Strategies, Registration, Project Management Institute (PMI) Methodology, Test Tools, Educational Materials, Resource Utilization

    4.3
    Rating, 4.3 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Creating a Multi Page App using HTML & CSS

    Skills you'll gain: HTML and CSS, Hypertext Markup Language (HTML), Web Development, Web Language, Web Applications, Web Design and Development, Cascading Style Sheets (CSS), Web Design

    4.2
    Rating, 4.2 out of 5 stars
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    14 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
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    Coursera

    Encouraging Student Collaboration with Padlet

    Skills you'll gain: Collaborative Software, Education Software and Technology, Digital pedagogy

    4.7
    Rating, 4.7 out of 5 stars
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    31 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    C

    Coursera

    GenAI in Insurance: Automating Claims & Risk Mitigation

    Skills you'll gain: Generative AI, Insurance, Decision Support Systems, Expense Management, Responsible AI, Data Ethics, Insurance Policies, Underwriting, AI Personalization, Operational Efficiency, Claims Processing, AI Integrations, Financial Services, Automation, Risk Management, AI Workflows, Analytics, Risk Mitigation, Prompt Engineering, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    Creative Coding: Hands-On Python

    Skills you'll gain: Debugging, Unit Testing, Relational Databases, Object Oriented Programming (OOP), Data Visualization, Data Store, Object Oriented Design, Web Scraping, Database Management, Scatter Plots, Data Structures, Data Manipulation, SQL, File I/O, Test Case, Integrated Development Environments, Python Programming, Computer Programming, Program Development, Diversity and Inclusion

    3.9
    Rating, 3.9 out of 5 stars
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    16 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze Cost Allocation & Profitability Decisions

    Skills you'll gain: Variance Analysis, Cost Accounting, Management Accounting, Profit and Loss (P&L) Management, Cost Estimation, Operational Analysis, Resource Allocation, Cost Management, Performance Analysis, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    C++ Class Development

    Skills you'll gain: Unreal Engine, C++ (Programming Language), Video Game Development, Program Development, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Application Development, Application Design, Memory Management

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular unsupervised learning courses

  • AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI): National Taiwan University
  • TensorFlow 2 시작하기: Imperial College London
  • Network Security Principles: Cisco Learning and Certifications
  • Inteligencia Artificial Aplicada a la Construcción: Universidad de Palermo
  • IoT Based System Design: Foundations and Applications : Starweaver
  • Certified Associate in Project Management (CAPM)® Exam: Unit 8: Pearson
  • Creating a Multi Page App using HTML & CSS: Coursera
  • Encouraging Student Collaboration with Padlet: Coursera
  • GenAI in Insurance: Automating Claims & Risk Mitigation: Coursera
  • Creative Coding: Hands-On Python: University of Michigan

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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