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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: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI Software Engineering

    Skills you'll gain: Claude Code, Prompt Engineering, Agentic systems, ChatGPT, Anthropic Claude, Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Multimodal Prompts, Generative AI, Agentic Workflows, AI Personalization, Software Development Tools, Artificial Intelligence and Machine Learning (AI/ML), Software Engineering, Software Development, Automation, Software Architecture, Software Testing, Software Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Prompt Engineering for Educators

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, AI literacy, Creative Problem-Solving, AI powered creativity, Generative AI, AI Enablement, AI Personalization, Image Analysis, Artificial Intelligence, Innovation, Brainstorming, Large Language Modeling, Game Design, Organizational Skills, Education Software and Technology, Computer Vision, Student Engagement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8.8K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    E

    EDUCBA

    SOX Compliance and Corporate Governance

    Skills you'll gain: Sarbanes Oxley Act (SOX) Compliance, Governance, Financial Controls, Internal Controls, Financial Reporting, Fraud detection, Auditing, Compliance Management, Financial Regulations, Financial Auditing, Regulatory Compliance, Corporate Accounting, Financial Accounting, Case Studies, Public Accounting, Corporate Finance, Finance, Business, Accounting, Accountability

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Teaching Intermediate Grammar Project

    Skills you'll gain: Video Production, Grammar, Developing Training Materials

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    C

    Coursera

    Microsoft Excel: Learn with Projects

    Skills you'll gain: Excel Formulas, Microsoft Excel, Dashboard, Pivot Tables And Charts, Spreadsheet Software, Microsoft 365, ChatGPT, Data Analysis, Microsoft Office, Data Visualization, Document Management, Project Management Software, Collaborative Software, Data Manipulation, Data Cleansing, Text Mining, Project Management, Data Entry, Generative AI, Data-Driven Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Python Data Structures

    Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis, Python Programming, Data Manipulation, Software Installation, File Management, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
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    97K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    E

    EDUCBA

    Ethics and Professional Standards in Finance

    Skills you'll gain: Record Keeping, Business Ethics, Ethical Standards And Conduct, Performance Reporting, Investment Management, Decision Making, Investments, Brokerage, Compliance Management, Portfolio Management, Conflict Management, Regulatory Compliance, Compensation Analysis, Client Services, Asset Management, Risk Mitigation, Finance, Corporate Finance, Accounting, Entrepreneurial Finance

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI Assistants

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Retrieval-Augmented Generation, AI powered creativity, Generative AI Agents, Ideation, Verification And Validation, Generative AI, LLM Application, AI literacy, OpenAI, OpenAI API, Expense Management, AI Personalization, Responsible AI, AI Enablement, Risking, Artificial Intelligence, Expense Reports

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9.4K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Preview
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    E

    EDUCBA

    Microbiology for Beginners

    Skills you'll gain: Microbiology, Infectious Diseases, Molecular, Cellular, and Microbiology, Taxonomy, Public Health and Disease Prevention, Infection Control, Medical Laboratory, Public Health, Laboratory Testing, Sterilization, Environmental Science, Laboratory Techniques, Biotechnology, Environment Health And Safety, Biology, Environment, Food and Beverage, Tax, Safety Culture, Culture

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Crash Course on Python

    Skills you'll gain: Program Development, Programming Principles, Scripting Languages, Scripting, Python Programming, Computer Programming, Computational Thinking, Data Structures, Data Store, Integrated Development Environments, Debugging, Computer Programming Tools, Development Environment

    4.8
    Rating, 4.8 out of 5 stars
    ·
    41K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for Digital Marketing

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative Engine Optimization (GEO), Prompt Patterns, Generative AI, Digital Advertising, Email Automation, Email Marketing, ChatGPT, Content Performance Analysis, Data Ethics, Digital Marketing, Search Engine Optimization, Personalized Campaigns, Marketing Automation, Content Optimization, Digital Marketing Tools, AI Personalization, AI literacy, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for Sales Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, ChatGPT, Sales Development, Sales Strategy, Sales Presentation, Sales Enablement, Sales Training, Sales Pipelines, Sales Management, Personalized Campaigns, LLM Application, AI literacy, Lead Generation, Sales Prospecting, LinkedIn, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Marketing Collateral

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Generative AI Software Engineering: Vanderbilt University
  • Prompt Engineering for Educators: Vanderbilt University
  • SOX Compliance and Corporate Governance: EDUCBA
  • Teaching Intermediate Grammar Project: University of California, Irvine
  • Microsoft Excel: Learn with Projects: Coursera
  • Python Data Structures: University of Michigan
  • Ethics and Professional Standards in Finance: EDUCBA
  • Generative AI Assistants: Vanderbilt University
  • Microbiology for Beginners: EDUCBA
  • Crash Course on Python: Google

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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