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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


  • P

    Packt

    MS Teams – Getting Started and Team Management

    Skills you'll gain: Microsoft Teams, Microsoft Azure, Windows PowerShell, Collaborative Software, Identity and Access Management, Network Planning And Design, Network Performance Management, Azure Active Directory, User Provisioning, Role-Based Access Control (RBAC), User Accounts, Security Management, Network Analysis

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    Modern Frontend Web Development: Frameworks & APIs

    Skills you'll gain: JavaScript Frameworks, Vue.JS, Front-End Web Development, Application Frameworks, Responsive Web Design, React.js, Application Programming Interface (API), Angular, Web Development, Cascading Style Sheets (CSS), Javascript, Application Deployment

    Beginner · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Video Games - Technology and Social Impacts

    Skills you'll gain: Game Design, Video Game Development, Live Streaming, Systems Thinking, Social Studies, Aesthetics, Social Sciences, Economics, Policy, and Social Studies, Liberal Arts, Culture, Education and Training, Social Impact, Psychology, Interactive Learning, Storytelling, Journalism, User Experience, Media Strategy, Critical Thinking, Digital Media Strategy

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Advanced Tinkercad 3D Design and Printing Techniques

    Skills you'll gain: Prototyping, 3D Modeling, 3D Assets, Design Strategies, Computer-Aided Design, Manufacturing Processes, Technical Design, Design Software, Functional Design, Manufacturing and Production, Design, Materials science, Typography, Data Import/Export, Digital Design

    Advanced · Course · 3 - 6 Months

  • U

    University of Arizona

    Marketing Communications: Culture and Messaging

    Skills you'll gain: Brand Strategy, Brand Marketing, Branding, Marketing Communications, Brand Management, Brand Awareness, Marketing Effectiveness, Advertising, Marketing, Marketing Strategies, Strategic Marketing, Brand Loyalty, Social Media Marketing, Online Advertising, Direct Marketing, Product Marketing, Marketing Strategy and Techniques, Digital Advertising, Advertising Campaigns, Digital Marketing

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    CompTIA PenTest+ (PT0-003)

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Exploitation techniques, Cyber Security Assessment, Security Testing, Vulnerability Assessments, Mobile Security, Vulnerability Management, Cloud Security, Network Security, Business Logic

    Intermediate · Course · 1 - 3 Months

  • C

    Cisco Learning and Certifications

    Examining MPLS Operation

    Skills you'll gain: Multiprotocol Label Switching, Routing Protocols, Network Engineering, Network Routers, Virtual Private Networks (VPN), Network Routing, Network Architecture, Network Protocols

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Unreal Engine 5 - Environment Design

    Skills you'll gain: Virtual Environment, Unreal Engine, Virtual Reality, 3D Assets, Video Game Development, Game Design, Conceptual Design, Performance Tuning, Layout Design, Creativity

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Automatically Deploy Python Web Apps from Version Control to Cloud Run

    Skills you'll gain: Cloud Applications, Serverless Computing, Cloud Management, Cloud Development, Cloud Deployment, Cloud Computing, Application Deployment, CI/CD, Continuous Deployment, Google Cloud Platform, Application Development, Python Programming

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Validating and Safeguarding Production AI

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, Model Training, DevOps, Software Quality Assurance, Maintainability, CI/CD, Model Deployment, Performance Tuning, Security Testing, Model Evaluation, Secure Coding, Performance Testing, Continuous Monitoring, Integration Testing, Sampling (Statistics), Data Validation, Python Programming

    Intermediate · Course · 1 - 3 Months

  • A

    Alberta Machine Intelligence Institute

    Demystifying GenAI: Concepts and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, AI literacy, AI powered creativity, Case Studies, Artificial Intelligence, Responsible AI, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Industrial IoT Integration with Micro850 PLC

    Skills you'll gain: Microsoft Azure, System Configuration, Interactive Data Visualization, Data Integration, Simulations

    Intermediate · Course · 1 - 3 Months

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

  • MS Teams – Getting Started and Team Management: Packt
  • Modern Frontend Web Development: Frameworks & APIs: Skillshare
  • Video Games - Technology and Social Impacts: Birla Institute of Technology & Science, Pilani
  • Advanced Tinkercad 3D Design and Printing Techniques: Packt
  • Marketing Communications: Culture and Messaging: University of Arizona
  • CompTIA PenTest+ (PT0-003): Packt
  • Examining MPLS Operation: Cisco Learning and Certifications
  • Unreal Engine 5 - Environment Design: Packt
  • Automatically Deploy Python Web Apps from Version Control to Cloud Run: Google Cloud
  • Validating and Safeguarding Production AI: 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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