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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: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillUp

    AI Safety Fundamentals: Protecting Users and Organizations

    Skills you'll gain: Safety Training, Safety Standards, Safety Culture, Risk Analysis, Law, Regulation, and Compliance, Regulatory Compliance, Compliance Reporting, Regulatory Requirements, Exploitation techniques, Legal Risk, Accountability Frameworks, Scenario Testing, Generative AI Agents, Generative AI, Incident Response

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Introduction to Basic Game Development using Scratch

    Skills you'll gain: Event-Driven Programming, Debugging, Programming Principles, Algorithms, Video Game Development, Computer Programming Tools, Game Design, Computer Programming, Program Development, Animation and Game Design, Interactive Design, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.5K reviews

    Beginner · Guided Project · Less Than 2 Hours

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

    John Wiley & Sons

    Cybersecurity For Dummies

    Skills you'll gain: Cybersecurity, Cyber Security Assessment, Human Factors (Security), Incident Response, Cyber Attacks, Cyber Security Strategy, Cyber Threat Intelligence, Security Management, Authentications, Vulnerability Assessments, Disaster Recovery, Security Awareness, Threat Management, Threat Detection, Enterprise Security, Data Security, Computer Security Awareness Training, Security Controls, Network Security, Risk Management

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Sage Publications

    Emerging Trends and the Future of Human Resource Management

    Skills you'll gain: Human Resources, Human Capital, Human Resources Management and Planning, HR Tech, People Analytics, Human Resource Strategy, Talent Management, Case Studies, Workforce Development, Data Ethics, Workforce Planning, Workforce Management, Human Resource Policies, Business Ethics, Talent Acquisition, Talent Recruitment, People Development, Decision Making, Business Reporting, Business Development

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Building Resilient and Secure Microservice Architec

    Skills you'll gain: OAuth, Spring Framework, API Gateway, Spring Boot, Microservices, Authentications, Application Programming Interface (API), Restful API, Software Architecture, Java, Configuration Management, Distributed Computing, Authorization (Computing), Identity and Access Management, Solution Architecture, Software Visualization, Resilience, Network Routing

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    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 Engagement, Communication Planning, Performance Analysis, Customer Insights, Driving engagement, Marketing Budgets, Marketing Analytics, Power BI

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    Y

    Yale University

    Introduction to Medical Software

    Skills you'll gain: Clinical Trials, Software Development Life Cycle, Medical Devices, Software Quality Assurance, Usability, Software Development, Medical Privacy, Software Quality (SQA/SQC), Verification And Validation, Human Factors, Biomedical Engineering, Risk Management, User Interface (UI), Software Design, Regulatory Compliance, Health Technology, Machine Learning, Software Testing, Entrepreneurship, User Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    295 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Organisational behaviour: Know your people

    Skills you'll gain: People Management, Diversity and Inclusion, Organizational Leadership, Leadership and Management, Team Building, Team Management, Team Performance Management, Workplace inclusivity, Leadership, Intercultural Competence, Leadership Development, Diversity Awareness, People Development, Cultural Diversity, Innovation, Team Motivation, Conflict Management, Employee Engagement, Empathy & Emotional Intelligence, Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Developing Critical Thinking Skills, Habits, and Abilities

    Skills you'll gain: Critical Thinking, Deductive Reasoning, Independent Thinking, Analytical Skills, Ethical Standards And Conduct, Writing, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Foundational Finance for Strategic Decision Making

    Skills you'll gain: Financial Modeling, Market Data, Financial Statement Analysis, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, Portfolio Risk, Risk Management, General Finance, Portfolio Management, Return On Investment, Business Valuation, Corporate Finance, Capital Budgeting, Mortgage Loans, Excel Formulas, Equities, Investments

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    M

    Microsoft

    Microsoft UX Design

    Skills you'll gain: Storyboarding, User Research, Information Architecture, User Experience Design, Design Thinking, Mockups, User Interface (UI), User Experience, Prototyping, UI/UX Research, Usability Testing, User Interface and User Experience (UI/UX) Design, Wireframing, Interactive Design, Design Research, Ideation, User Centered Design, Interaction Design, Figma (Design Software), Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    689 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gen AI: Beyond the Chatbot

    Skills you'll gain: Prompt Engineering, Responsible AI, AI Product Strategy, Google Gemini, Generative AI, AI Enablement, AI Workflows, Google Cloud Platform, Google Workspace, AI Integrations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    630 reviews

    Beginner · Course · 1 - 3 Months

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

  • AI Safety Fundamentals: Protecting Users and Organizations: SkillUp
  • Introduction to Basic Game Development using Scratch: Coursera
  • Cybersecurity For Dummies: John Wiley & Sons
  • Emerging Trends and the Future of Human Resource Management: Sage Publications
  • Building Resilient and Secure Microservice Architec: Packt
  • Journey Design and Orchestration: Microsoft
  • Introduction to Medical Software: Yale University
  • Organisational behaviour: Know your people: Macquarie University
  • Developing Critical Thinking Skills, Habits, and Abilities: Pearson
  • Foundational Finance for Strategic Decision Making: University of Michigan

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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