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Unsupervised Learning Courses Online

Study unsupervised learning for machine learning. Learn about clustering, dimensionality reduction, and anomaly detection techniques.

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Explore the Unsupervised Learning Course Catalog

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    AI for Scientific Research

    Skills you'll gain: Feature Engineering, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Data Processing, Dimensionality Reduction, Data Cleansing, Keras (Neural Network Library), Machine Learning Algorithms, Data Transformation, NumPy, Classification And Regression Tree (CART), Tensorflow, Machine Learning, Predictive Modeling, Data Science

    3.2
    Rating, 3.2 out of 5 stars
    ·
    81 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Practical Software Testing

    Skills you'll gain: Test Planning, Test Case, Software Testing, Functional Testing, Software Documentation, System Testing, Development Testing, Regression Testing, Code Review, Test Data, Issue Tracking, Quality Assurance, Technical Communication

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google

    Engage Customers With an Online Store

    Skills you'll gain: Point of Sale, Shipping and Receiving, Process Optimization

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    IBM RAG and Agentic AI

    Skills you'll gain: Prompt Engineering, LangChain, Tool Calling, LangGraph, Agentic systems, Multimodal Prompts, Generative AI, LLM Application, Generative AI Agents, Responsible AI, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Application Development, Large Language Modeling, UI Components, Semantic Web, Databases, Data Storage Technologies, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    338 reviews

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Michigan

    Introduction to Thermodynamics: Transferring Energy from Here to There

    Skills you'll gain: Mechanical Engineering, Thermal Management, Engineering, Energy and Utilities, Physics, Engineering Analysis, Systems Of Measurement, Physical Science, Process Analysis, Environmental Issue

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    London Business School

    Future Ready Company

    Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Business, Digital Transformation, Resilience, Operational Risk, Leadership Development, Business Transformation, Business Continuity, Team Motivation, Business Ethics, Crisis Management, Risk Management, Artificial Intelligence and Machine Learning (AI/ML), Organizational Change, Leadership Studies, Organizational Leadership, Responsible AI, Change Management, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    186 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Financial Budgeting: Analyze & Apply Planning Tools

    Skills you'll gain: Budgeting, Capital Budgeting, Budget Management, Operating Budget, Financial Management, Financial Analysis, Cash Flows, Financial Planning, Cash Flow Forecasting, Return On Investment, Cost Benefit Analysis, Investments, Decision Making

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Quality, Data Manipulation, Python Programming, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    126 reviews

    Advanced · Course · 1 - 4 Weeks

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

    SkillUp

    Building and Deploying GenAI Agents for Process Automation

    Skills you'll gain: Generative AI Agents, Automation, No-Code Development, Prompt Engineering, MLOps (Machine Learning Operations), Process Optimization, System Monitoring, Performance Analysis, Performance Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    D

    Duke University

    Financing for Impact Entrepreneurs

    Skills you'll gain: Entrepreneurial Finance, Case Studies, Finance, Entrepreneurship, Capital Markets, Environmental Social And Corporate Governance (ESG), Investments, Return On Investment, Fiscal Management, Financial Planning, Financial Management, Stakeholder Engagement, Strategic Partnership, Asset Management, Portfolio Management, Business Strategy, Investment Management, International Finance, Business Management, Market Dynamics

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Data Visualization with Matplotlib Mastery

    Skills you'll gain: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Typography, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    A

    Arm

    Computer Architecture Essentials on Arm

    Skills you'll gain: Microarchitecture, Computer Architecture, Simulation and Simulation Software, Hardware Design, Hardware Architecture, Electronics Engineering, Electronic Hardware, Electronics, Computer Hardware, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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

  • AI for Scientific Research: LearnQuest
  • Practical Software Testing: Board Infinity
  • Engage Customers With an Online Store: Google
  • IBM RAG and Agentic AI: IBM
  • Introduction to Thermodynamics: Transferring Energy from Here to There: University of Michigan
  • Future Ready Company: London Business School
  • Financial Budgeting: Analyze & Apply Planning Tools: EDUCBA
  • AI Workflow: Data Analysis and Hypothesis Testing: IBM
  • Building and Deploying GenAI Agents for Process Automation: SkillUp
  • Financing for Impact Entrepreneurs: Duke University

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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