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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


  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    Fractions for Primary Education with PhET Simulations

    Skills you'll gain: Education Software and Technology, Mathematics Education, Simulations, Arithmetic

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Machinery Details & Shading Techniques

    Skills you'll gain: Animation and Game Design, Computer Graphic Techniques, Technical Design, Simulations

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI: Applying AI Principles with Google Cloud - Deutsch

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Generative AI, AI Product Strategy, Business Ethics, Ethical Standards And Conduct, Scenario Testing, Law, Regulation, and Compliance

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Ansible From Basics to Guru: Unit 4

    Skills you'll gain: Ansible, Kubernetes, Virtual Machines, Devops Tools, Containerization, Virtualization and Virtual Machines, IT Automation, Amazon Web Services, Microsoft Azure, Microsoft Windows, Network Administration, Amazon Elastic Compute Cloud

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize and Track SEO

    Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Content Optimization, Keyword Research, Web Analytics, Content Performance Analysis, Digital Marketing, Social Media Strategy, Digital Media Strategy, Performance Analysis, Strategic Planning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Salesforce Integration With External Systems Part 2

    Skills you'll gain: Authentications, API Design, Salesforce, Salesforce Development, Application Programming Interface (API), Systems Integration, Software Documentation, Postman API Platform, Restful API, Test Tools, No-Code Development, Cloud-Based Integration, Data Integration, API Testing, Authorization (Computing)

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Project Leadership, Performance Tracking, and Closure

    Skills you'll gain: Project Closure, Earned Value Management, Agile Project Management, Project Performance, Team Motivation, Leadership and Management, Team Performance Management, Project Management, Project Management Software, Project Planning, Drive Engagement, Communication Planning, Project Controls, Initiative and Leadership, Leadership, Stakeholder Communications, Influencing, Project Documentation, Resource Management, Risk Management

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Microsoft 365 - File Management and Storage Tools

    Skills you'll gain: Productivity Software, Intranet, Content Management Systems

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    MS Teams – Guest Access and Collaboration Management

    Skills you'll gain: Microsoft Teams, Azure Active Directory, Collaborative Software, Role-Based Access Control (RBAC), Active Directory, Identity and Access Management, Windows PowerShell, Control Panels, Authorization (Computing), System Configuration, Security Management, Configuration Management, Live Streaming, Record Keeping

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Deploy Decision Platforms in Real-Time

    Skills you'll gain: Apache Kafka, Real Time Data, Performance Testing, Decision Intelligence, Performance Stress Testing, Scalability, Data Pipelines, Apache Spark, Verification And Validation, Data-Driven Decision-Making, System Monitoring, Service Level, Usability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    Cinematic Lighting in Maya: Advanced Scenes & Projects

    Skills you'll gain: Autodesk Maya, Cinematography, Post-Production, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Adobe Photoshop

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Redux, State Management, and Advanced React Concepts

    Skills you'll gain: Bootstrap (Front-End Framework), Web Applications, Application Programming Interface (API), Microsoft Azure, Authentications, Authorization (Computing)

    Intermediate · Course · 1 - 3 Months

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

  • Fractions for Primary Education with PhET Simulations: University of Colorado Boulder
  • Advanced Machinery Details & Shading Techniques: Packt
  • Responsible AI: Applying AI Principles with Google Cloud - Deutsch: Google Cloud
  • Ansible From Basics to Guru: Unit 4: Pearson
  • Optimize and Track SEO: Coursera
  • Salesforce Integration With External Systems Part 2: Packt
  • Project Leadership, Performance Tracking, and Closure: John Wiley & Sons
  • Microsoft 365 - File Management and Storage Tools: Packt
  • MS Teams – Guest Access and Collaboration Management: Packt
  • Deploy Decision Platforms in Real-Time: Coursera

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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