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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
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    L

    LearnKartS

    Azure DevOps Fundamentals and Agile Project Management

    Skills you'll gain: Azure DevOps, Agile Methodology, DevOps, Scrum (Software Development), Backlogs, Sprint Planning, User Story, Agile Project Management, Devops Tools, Dashboard Creation, Dashboard, Microsoft Azure, Microsoft Teams, Project Management Software, Kanban Principles, Software Development Life Cycle, Project Management Life Cycle, Project Management, Stakeholder Management, Team Collaboration

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Managing Employee Compensation

    Skills you'll gain: Compensation Management, Compensation Strategy, Compensation and Benefits, Benefits Administration, Labor Compliance, Employee Retention, Employee Performance Management, Employee Engagement, Labor Law, Performance Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.9K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    J

    John Wiley & Sons

    Foundations of Options Trading: Concepts, Markets, and Risk

    Skills you'll gain: Technical Analysis, Financial Trading, Market Trend, Financial Market, Derivatives, Risk Analysis, Market Analysis, Market Data, Market Dynamics, Portfolio Risk, Risk Management, Equities, Trend Analysis, Risk Mitigation, Financial Analysis, Finance, Marketing Strategies, Financial Planning, Financial Accounting, Growth Strategies

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    John Wiley & Sons

    Blender Foundations: Interface, Modeling, & Procedural Tools

    Skills you'll gain: 3D Modeling, 3D Assets, Visualization (Computer Graphics), Open Source Technology, Computer Graphics, Computer Graphic Techniques, Design Software, Graphical Tools, Network Model, Animation and Game Design, Animations, UI Components, Graphics Software, User Interface (UI), Editing, Video Game Development, Game Design, Design, Design Elements And Principles, Python Programming

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Develop Generative AI Applications: Get Started

    Skills you'll gain: Prompt Engineering, LangChain, Prompt Patterns, LLM Application, Generative AI, Generative AI Agents, Tool Calling, AI Workflows, Large Language Modeling, AI Integrations, Model Evaluation, Flask (Web Framework), Agentic systems, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    595 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Y

    Yale University

    Health Behavior Change: From Evidence to Action

    Skills you'll gain: Health Promotion, Health Education, Behavioral Health, Nutrition Education, Mental and Behavioral Health, Social Determinants Of Health, Nutrition and Diet, Mental Health Diseases and Disorders, Public Health, Public Health and Disease Prevention, Behavior Management, Behavioral Economics, Exercise Science, Goal Setting, Mental Health, Epidemiology, Mental Health Therapies, Stress Management, Gerontology

    4.7
    Rating, 4.7 out of 5 stars
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    490 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    IBM

    Cybersecurity Compliance Framework, Standards & Regulations

    Skills you'll gain: IT Service Management, Governance Risk Management and Compliance, Information Technology Infrastructure Library, Service Management, IT Management, Responsible AI, Compliance Auditing, Cyber Risk, Data Ethics, Cyber Governance, Information Technology, Regulatory Compliance, Auditing, Cybersecurity, Regulation and Legal Compliance, Compliance Management, Law, Regulation, and Compliance, Cyber Security Assessment, ISO/IEC 27001, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.5K reviews

    Intermediate · Course · 1 - 3 Months

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

    Sage Publications

    Foundations of Psychological Research Methods

    Skills you'll gain: Surveys, Survey Creation, Research Design, Research, Research Methodologies, Experimentation, Scientific Methods, Science and Research, Qualitative Research, Research and Design, Data Collection, Psychology, Statistical Methods, Case Studies, Sample Size Determination, Statistical Hypothesis Testing, Statistical Inference, Statistics, Data Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of Edinburgh

    Philosophy and the Sciences: Introduction to the Philosophy of Cognitive Sciences

    Skills you'll gain: Artificial Intelligence, Psychology, Human Development, Scientific Methods, Research

    4.6
    Rating, 4.6 out of 5 stars
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    1.5K reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    M

    Microsoft

    People Analytics

    Skills you'll gain: Workforce Planning, People Analytics, Talent Pipelining, Workforce Management, Workforce Development, Human Resources Software, Human Resource Strategy, Gap Analysis, Demand Planning, Capacity Planning, Talent Management, Power BI, Dashboard Creation, Data Storytelling, Employee Retention, Statistical Visualization, Strategic Thinking, Strategic Decision-Making, Forecasting, Talent Acquisition

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Advanced Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, Context Engineering, ChatGPT, AI literacy, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    814 reviews

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    AI Marketing Analytics

    Skills you'll gain: Marketing Analytics, A/B Testing, Data-Driven Marketing, Google Analytics, Data Storytelling, Content Performance Analysis, Dashboard, Looker (Software), Business Reporting, Dashboard Creation, Web Analytics and SEO, Conversion Funnel Analysis, Management Reporting, Campaign Management, Customer Analysis, Data Cleansing, Search Engine Optimization, Marketing Operations, Media Planning, SQL

    Beginner · Specialization · 3 - 6 Months

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

  • Azure DevOps Fundamentals and Agile Project Management: LearnKartS
  • Managing Employee Compensation: University of Minnesota
  • Foundations of Options Trading: Concepts, Markets, and Risk: John Wiley & Sons
  • Blender Foundations: Interface, Modeling, & Procedural Tools: John Wiley & Sons
  • Develop Generative AI Applications: Get Started: IBM
  • Health Behavior Change: From Evidence to Action: Yale University
  • Cybersecurity Compliance Framework, Standards & Regulations: IBM
  • Foundations of Psychological Research Methods: Sage Publications
  • Philosophy and the Sciences: Introduction to the Philosophy of Cognitive Sciences: The University of Edinburgh
  • People Analytics: Microsoft

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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