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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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    Packt

    Applying Agile Frameworks and Practices in Real Projects

    Skills you'll gain: Agile Software Development, Agile Project Management, Kanban Principles, Project Risk Management, Sprint Retrospectives, Agile Methodology, Team Performance Management, Agile Product Development, Project Management Institute (PMI) Methodology, Workflow Management, Risk Management, Risk Mitigation, Lean Methodologies, Team Management, Team Building, Process Improvement, Scrum (Software Development), Sprint Planning, Backlogs, Project Management Life Cycle

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Master AutoCAD Basics: Create, Modify & Annotate 2D Drawings

    Skills you'll gain: AutoCAD, Technical Drawing, Engineering Drawings, Computer-Aided Design, Architectural Drawing, Drafting and Engineering Design, Autodesk, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    Azure Deployment Strategies, Containers, AKS, and Monitoring

    Skills you'll gain: Azure DevOps Pipelines, Containerization, CI/CD, Docker (Software), Azure DevOps, Cloud-Native Computing, Microsoft Azure, Continuous Integration, Kubernetes, Application Deployment, Continuous Deployment, Devops Tools, DevOps, Application Performance Management, Event Monitoring, Continuous Monitoring, Capacity Management, Test Planning, Disaster Recovery, Query Languages

    Advanced · Course · 1 - 3 Months

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    Packt

    Designing and Building Web APIs with ASP.NET Core

    Skills you'll gain: Restful API, API Design, ASP.NET, Application Programming Interface (API), GraphQL, .NET Framework, Object-Relational Mapping, Data Modeling, Data Store, Relational Databases, Middleware, C# (Programming Language), Query Languages, Transact-SQL, Data Mapping, Application Frameworks, Data Access, Back-End Web Development, Data Persistence, Configuration Management

    Intermediate · Course · 1 - 3 Months

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    Whizlabs

    Mastering AWS Managed AI Services & Responsible AI

    Skills you'll gain: Responsible AI, Data Ethics, Personally Identifiable Information, Generative AI, AI Security, AI literacy, Information Privacy, AI Product Strategy, AI Enablement, Risking, Artificial Intelligence, Amazon Web Services, AI Workflows, AI Personalization, Solution Design, Model Deployment, Natural Language Processing, AI Integrations, Managed Services, Image Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Davis

    The Growth Mindset

    Skills you'll gain: Growth Mindedness, Open Mindset, Culture Transformation, Lifelong Learning, Positivity, Overcoming Obstacles, Professional Development, Innovation, Organizational Change, Constructive Feedback, Adaptability, Cognitive flexibility, Resilience, Leadership Development, Self-Awareness, Growth Strategies, Collaboration

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Logistics and Inventory Management

    Skills you'll gain: Inventory and Warehousing, Material Handling, Transportation, Supply Chain, and Logistics, Logistics Management, Inventory Management, Warehousing, Logistics, Transportation Management, Inventory Control Systems, Transportation Operations, Inventory Control, Materials Management, Warehouse Operations, Warehouse Management, Reverse Logistics, Inventory Management System, Inventory Accounting, Supply Chain Systems, Supply Chain Management, Procurement

    4.8
    Rating, 4.8 out of 5 stars
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    58 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Michigan

    Problem Solving Using Computational Thinking

    Skills you'll gain: Computational Thinking, Programming Principles, Problem Solving, Disaster Recovery, Algorithms, Computer Programming, Epidemiology

    4.6
    Rating, 4.6 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Simplilearn

    Orchestrating Agent Teams with CrewAI Training for Beginners

    Skills you'll gain: Agentic Workflows, Agentic systems, Generative AI Agents, LLM Application, Application Development, AI Integrations, Automation, Tool Calling, Build Tools, Software Development Tools, Development Environment

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Geometry Nodes for Beginners in Blender

    Skills you'll gain: Network Model, 3D Assets, 3D Modeling, Visualization (Computer Graphics), Computer Graphics, Graphical Tools, Computer Graphic Techniques, Dataflow, Scalability, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    S.P. Jain Institute of Management and Research

    Consumer Behavior

    Skills you'll gain: Consumer Behaviour, Marketing Psychology, Surveys, Qualitative Research, Market Research, Marketing, Customer Analysis, Business-To-Consumer, Customer Insights, Behavioral Economics, Marketing Strategies, Research, Research Methodologies, Research Design, Digital Transformation, Business Ethics, Decision Making, Persuasive Communication, Influencing, Sociology

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Microsoft

    Preparing Data for Analytics in Microsoft Fabric

    Skills you'll gain: Data Modeling, Power BI, Data Lakes, Star Schema, Microsoft Power Platform, Database Design, Data Warehousing, Data Transformation, Extract, Transform, Load, Business Reporting, Microsoft Azure, Data Validation, Analytics, Data Quality, Data Architecture, Generative AI, SQL, Verification And Validation

    Intermediate · Course · 1 - 3 Months

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

  • Applying Agile Frameworks and Practices in Real Projects: Packt
  • Master AutoCAD Basics: Create, Modify & Annotate 2D Drawings: EDUCBA
  • Azure Deployment Strategies, Containers, AKS, and Monitoring: LearnKartS
  • Designing and Building Web APIs with ASP.NET Core: Packt
  • Mastering AWS Managed AI Services & Responsible AI: Whizlabs
  • The Growth Mindset: University of California, Davis
  • Logistics and Inventory Management: EDUCBA
  • Problem Solving Using Computational Thinking: University of Michigan
  • Orchestrating Agent Teams with CrewAI Training for Beginners: Simplilearn
  • Geometry Nodes for Beginners in Blender: Skillshare

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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