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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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    STARWEAVER

    AI for Non-Technical Professionals

    Skills you'll gain: Responsible AI, Google Gemini, Generative AI, ChatGPT, Anthropic Claude, AI Enablement, AI literacy, AI Product Strategy, Microsoft Copilot, Gemini, AI powered creativity, AI Workflows, GitHub Copilot, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI Integrations, Data Management, Business Leadership, Professional Development, Business Analysis

    Beginner · Course · 1 - 3 Months

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    Packt

    Salesforce Development with Real-World Project - Part 01

    Skills you'll gain: Visualforce, Salesforce Development, Salesforce, Application Development, Salesforce Object Query Language (SOQL), Restful API, Application Programming Interface (API), Web Services, Data Modeling, API Testing, Javascript, Data Access, SQL, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Journey Design and Orchestration

    Skills you'll gain: Campaign Management, Personalized Campaigns, Cross-Channel Marketing, Campaign Planning, Email Marketing, Digital Marketing Campaigns, Content Performance Analysis, AI Personalization, Journey Mapping, Social Media Campaigns, Data-Driven Marketing, Advertising Mail, Customer experience improvement, Conversion Funnel Analysis, Communication Planning, Performance Analysis, Customer Insights, Driving engagement, Marketing Budgets, Marketing Analytics

    Beginner · Course · 1 - 3 Months

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    Sage Publications

    Developing Leadership and Culture in Modern Banking

    Skills you'll gain: Culture Transformation, Crisis Management, Banking, Knowledge Transfer, Banking Services, Commercial Banking, Organizational Leadership, Employee Coaching, Leadership Development, Human Resources Management and Planning, Human Resources, Mentorship, Talent Sourcing, Digital Transformation, Organizational Development, Succession Planning, Coaching, Human Resource Strategy, Leadership and Management, Leadership

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    AutoCAD 3D Design: Modeling and Visualization

    Skills you'll gain: AutoCAD, Autodesk, 3D Modeling, Computer-Aided Design, 3D Assets, Drafting and Engineering Design, Engineering Drawings, Visualization (Computer Graphics), Design Software, Technical Drawing, Computer Graphics, Data Import/Export, Digital Design, Design and Product, System Configuration, Design Elements And Principles

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Artificial Intelligence on Microsoft Azure

    Skills you'll gain: Responsible AI, Anomaly Detection, Microsoft Azure, Data Ethics, AI Workflows, Artificial Intelligence, Image Analysis, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, AI literacy, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

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    UNSW Sydney (The University of New South Wales)

    Transmedia Storytelling: Narrative worlds, emerging technologies, and global audiences

    Skills you'll gain: Storytelling, Experience Design, Game Design, User Experience, User Experience Design, Ideation, Driving engagement, Content Creation, Storyboarding, Multimedia, Visual Storytelling, Animation and Game Design, Augmented and Virtual Reality (AR/VR), Virtual Reality, Design Strategies, Human Centered Design, Emerging Technologies, Qualitative Research

    4.7
    Rating, 4.7 out of 5 stars
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    965 reviews

    Mixed · Course · 1 - 3 Months

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    Microsoft

    Identity and Zero Trust Architecture

    Skills you'll gain: Zero Trust Network Access, Enterprise Architecture, Identity and Access Management, Role-Based Access Control (RBAC), Public Key Infrastructure, Azure Active Directory, Authorization (Computing), Authentications, Multi-Factor Authentication, Active Directory, IT Security Architecture, Security Controls, Microsoft Azure, AI Security, Key Management, Endpoint Detection and Response, Security Architecture Review, Endpoint Security, Compliance Management, Gap Analysis

    Advanced · Course · 1 - 3 Months

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    Packt

    Real-World Applications, Deployment, and Security in NestJS

    Skills you'll gain: Node.JS, Performance Tuning, CI/CD, DevOps, Microservices, GraphQL, Secure Coding, Application Deployment, Databases, PostgreSQL, Cloud Deployment, Back-End Web Development, Containerization, Performance Testing, Restful API, NoSQL, Application Security, TypeScript, Application Development, Javascript

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Introduction to SIEM (Splunk)

    Skills you'll gain: Security Information and Event Management (SIEM), Splunk, Threat Detection, Computer Security Incident Management, System Monitoring, Cybersecurity, Security Management, Event Monitoring, Continuous Monitoring, Incident Response, Data Storage Technologies, Data Analysis Software, Information Management, Data Management, Data Integration, Data Import/Export, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
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    340 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Next-Gen Workplace Automation with GenAI

    Skills you'll gain: CrewAI, Prompt Engineering, Anthropic Claude, Email Automation, Generative AI, AI Orchestration, AI Workflows, ChatGPT, Responsible AI, AI Product Strategy, Agentic Workflows, Automation, AI Enablement, Workflow Management, Report Writing, Productivity, Innovation, Operational Efficiency, Performance Reporting, Customer Support

    4.4
    Rating, 4.4 out of 5 stars
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    489 reviews

    Intermediate · Specialization · 1 - 3 Months

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    John Wiley & Sons

    Foundations of Measuring the Intangible

    Skills you'll gain: Estimation, Business Metrics, Decision Making, Cost Estimation, Risk Management, Data-Driven Decision-Making, Project Estimation, Systems Of Measurement, Decision Intelligence, Bayesian Statistics, Quantitative Research, Risk Analysis, Small Data, Analysis, Sample Size Determination, Problem Solving, Sampling (Statistics), Business Analysis, Statistical Inference, Business Strategy

    Beginner · Course · 1 - 4 Weeks

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

  • AI for Non-Technical Professionals: STARWEAVER
  • Salesforce Development with Real-World Project - Part 01: Packt
  • Journey Design and Orchestration: Microsoft
  • Developing Leadership and Culture in Modern Banking: Sage Publications
  • AutoCAD 3D Design: Modeling and Visualization: John Wiley & Sons
  • Artificial Intelligence on Microsoft Azure: Microsoft
  • Transmedia Storytelling: Narrative worlds, emerging technologies, and global audiences: UNSW Sydney (The University of New South Wales)
  • Identity and Zero Trust Architecture: Microsoft
  • Real-World Applications, Deployment, and Security in NestJS: Packt
  • Introduction to SIEM (Splunk): EDUCBA

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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