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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


  • G

    Google Cloud

    생성형 AI: 기본 개념 이해

    Skills you'll gain: Generative AI, Responsible AI, Generative Model Architectures, AI Security, Google Cloud Platform, Unstructured Data, AI Integrations, Large Language Modeling, Model Training, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Core Concepts in Project Management

    Skills you'll gain: Project Closure, Project Management, Stakeholder Engagement, Stakeholder Management, Project Management Institute (PMI) Methodology, Project Risk Management, Project Management Life Cycle, Risk Management, Conflict Management, Resource Management, Agile Project Management, Resource Allocation, Stakeholder Analysis, Change Management, Resource Planning, Risk Analysis, Risk Mitigation, Agile Methodology, Estimation, Waterfall Methodology

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Learn to Choose the Right ML Model

    Skills you'll gain: Model Training, Model Deployment, MLOps (Machine Learning Operations), Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning Methods, Machine Learning, Predictive Modeling, Scenario Testing, Machine Learning Algorithms, Feature Engineering, Statistical Machine Learning, Responsible AI, Regression Analysis, Classification Algorithms, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Master Java Build Tools for ML Projects

    Skills you'll gain: Build Tools, CI/CD, Software Development Tools, Java, Gradle, Java Programming, Apache Maven, MLOps (Machine Learning Operations), Package and Software Management, Applied Machine Learning, Dependency Analysis

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Managing Hybrid Infrastructure and Virtualized Environments

    Skills you'll gain: Virtual Machines, Hyper-V, Microsoft Servers, Windows Servers, Virtualization and Virtual Machines, Cloud Infrastructure, Containerization, Virtualization, Hybrid Cloud Computing, Microsoft Azure, Virtual Networking, Windows PowerShell, Remote Access Systems, IT Automation, Automation, Authentications

    Intermediate · Course · 1 - 4 Weeks

  • S

    Sungkyunkwan University

    How to Understand Our Emotions: Seongho's New Proposal 1

    Skills you'll gain: Compassion, Empathy & Emotional Intelligence, Emotional Intelligence, Recognizing Others, Empathy, Self-Awareness, Psychology, Cultural Sensitivity, Personal Integrity, Liberal Arts, Ethical Standards And Conduct, Decision Making, Critical Thinking

    Advanced · Course · 1 - 3 Months

  • W

    Whizlabs

    Generative AI for AWS Cloud Engineers

    Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, Responsible AI, Generative Model Architectures, Generative AI, AI Security, Fine-tuning, Amazon Web Services, AI Integrations, Model Optimization, Large Language Modeling, Model Deployment, Risking, Data Ethics, Model Evaluation, Cloud Security, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universitat Politècnica de València

    Introducción a R para ciencia de datos

    Skills you'll gain: R Programming, Plot (Graphics), Ggplot2, Statistical Analysis, R (Software), Predictive Modeling, Data Manipulation, Data Preprocessing, Statistical Programming, Statistical Machine Learning, Data Visualization Software, Data Science, Data Import/Export, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Model Training, Applied Machine Learning, Machine Learning, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    Fueling Champions: Applied Sport Nutrition for Football

    Skills you'll gain: Nutrition and Diet, Sports Medicine, Clinical Nutrition, Nutrition Care Plans, Nutritional Assessment, Exercise Science, Rehabilitation, Health Assessment, Meal Planning And Preparation, Athletic Training, Performance Analysis, Performance Reporting, Load Balancing

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Reclaim Your Attention: Values-Aligned Media Consumption

    Skills you'll gain: Self-Motivation, Emotional Intelligence, Growth Mindedness, digital literacy, Mental Concentration, Personal Development, Compassion, Goal Setting, Empowerment, Self-Awareness, Self-Discipline, Habit Formation, Decision Making, Critical Thinking, Mindfulness, Stress Management, Resilience, Adaptability, Media and Communications, Productivity

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Embedded Systems with Arduino

    Skills you'll gain: Embedded Systems, Embedded Software, Electronic Systems, Hardware Design, Electronic Components, USB, Machine Controls, Data Storage Technologies, Control Systems, Automation Engineering, Electronics, Program Development, Data Storage, Data Persistence, Environmental Monitoring, Prototyping, C and C++, Programming Principles, Display Devices, C (Programming Language)

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    HTML Tutorial for Beginners

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

    Beginner · Course · 1 - 3 Months

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

  • 생성형 AI: 기본 개념 이해: Google Cloud
  • Core Concepts in Project Management: LearnKartS
  • Learn to Choose the Right ML Model: Coursera
  • Master Java Build Tools for ML Projects: Coursera
  • Managing Hybrid Infrastructure and Virtualized Environments: Packt
  • How to Understand Our Emotions: Seongho's New Proposal 1: Sungkyunkwan University
  • Generative AI for AWS Cloud Engineers: Whizlabs
  • Introducción a R para ciencia de datos: Universitat Politècnica de València
  • Fueling Champions: Applied Sport Nutrition for Football: Real Madrid Graduate School Universidad Europea
  • Reclaim Your Attention: Values-Aligned Media Consumption: University of Colorado Boulder

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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