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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


  • E

    EDUCBA

    Lean Six Sigma Green Belt: Analyze & Improve

    Skills you'll gain: Statistical Process Controls, Data Analysis, Process Optimization, Regression Analysis, Kanban Principles

    5 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Automobile Budgeting: Analyze Financial Performance

    Skills you'll gain: Financial Data, Revenue Forecasting, Trend Analysis, Financial Statement Analysis, Financial Analysis, Financial Acumen, Business Acumen, Budgeting, Financial Modeling, Performance Analysis, Cost Management, Financial Forecasting, Operating Budget, Operating Cost, Income Statement, Gross Profit, Cost Accounting, Forecasting

    4.9 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (13) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Drones for Environmental Science

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environmental Laws, Data Ethics, Environmental Science, Geospatial Information and Technology, Robotics, Ethical Standards And Conduct, Global Positioning Systems, Research, Electronic Components, Critical Thinking

    4.9 stars, 91 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (91) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Modern Data Warehouse Analytics in Microsoft Azure

    Skills you'll gain: Azure Synapse Analytics, Power BI, Databricks, Microsoft Azure, Cloud Services, Data Warehousing, Data Architecture, Database Systems, Cloud Storage, Databases, Data Lakes, Dashboard Creation, Analytics, Big Data, Extract, Transform, Load, Data Visualization Software, Data Integration, Data Storage Technologies, Data Processing, Data Visualization

    4.5 stars, 135 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (135) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Ethical Issues in Data Science

    Skills you'll gain: Data Ethics, Healthcare Ethics, Ethical Standards And Conduct, Medical Science and Research, Responsible AI, Clinical Research Ethics, Data Security, Data Science, Medical Privacy, Machine Learning Algorithms, Algorithms, Law, Regulation, and Compliance, Information Privacy, Artificial Intelligence, Diversity Awareness, Cybersecurity, Case Studies, Automation

    4.8 stars, 53 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (53) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Michigan

    Wearable Technologies and Sports Analytics

    Skills you'll gain: Exercise Science, Injury Prevention, Athletic Training, Physiology, Analytics, Data Analysis, Advanced Analytics, Data-Driven Decision-Making, Medical Equipment and Technology, Applied Machine Learning, Vital Signs, Health Technology, Python Programming, Sensory Systems Analysis, Data Integration, Data Validation, Verification And Validation

    4.5 stars, 46 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (46) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    McMaster University

    Finance For Everyone: Value

    Skills you'll gain: Finance, Financial Analysis, Financial Market, Project Finance, Cash Flows, Financial Modeling, General Finance, Investments, Investment Management, Business Valuation, Cash Flow Forecasting, Financial Data, Risk Modeling, Return On Investment, Capital Budgeting, Risk Management, Market Dynamics, Risk Analysis, Decision Making, Case Studies

    4.7 stars, 253 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (253) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Tools for Exploratory Data Analysis in Business

    Skills you'll gain: Data Storytelling, Business Analytics, Data Visualization Software, Analytical Skills, Exploratory Data Analysis, Data Quality, Data Analysis, Data-Driven Decision-Making, Extract, Transform, Load, Analytics, Data Manipulation, Descriptive Statistics, Data Processing, SQL, Python Programming, Application Programming Interface (API)

    4.7 stars, 59 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (59) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • I

    Interactive Brokers

    ESG Investing: Financial Decisions in Flux

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Development, Market Data, Corporate Sustainability, Investment Management, Sustainability Standards, Sustainable Business, Environmental Regulations, Financial Market, Petroleum Industry, Investments, Sustainability Reporting, Financial Data, Market Trend, Market Analysis, Business Ethics, Regulatory Compliance, Environmental Issue, Data Science, Risk Management

    4.5 stars, 127 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (127) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Statistics and Data Analysis with Excel, Part 1

    Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis, Statistical Methods, Spreadsheet Software, Bayesian Statistics

    4.5 stars, 43 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (43) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Codio

    Cloud Computing Primer: Software as a Service (SaaS)

    Skills you'll gain: Service Level Agreement, Software As A Service, Cloud Deployment, Cloud Services, Cloud Computing, Cloud Solutions, Cloud Applications, Service Level, Business Software, Vendor Contracts, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Collaborative Software, Product Demonstration, Growth Strategies

    4.6 stars, 87 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (87) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Scrimba

    Learn JavaScript

    Skills you'll gain: JSON, Event-Driven Programming, Javascript, Mobile Development, Data Structures, Application Development, Video Game Development, Web Applications, Programming Principles, Data Storage Technologies, Scripting Languages, Data Persistence, Computer Programming, Data Storage, Computational Logic, Front-End Web Development, Web Development

    4.7 stars, 155 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (155) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular unsupervised learning courses

  • Lean Six Sigma Green Belt: Analyze & Improve: EDUCBA
  • Master Automobile Budgeting: Analyze Financial Performance: EDUCBA
  • Drones for Environmental Science: Duke University
  • Modern Data Warehouse Analytics in Microsoft Azure: Microsoft
  • Ethical Issues in Data Science: University of Colorado Boulder
  • Wearable Technologies and Sports Analytics: University of Michigan
  • Finance For Everyone: Value: McMaster University
  • Tools for Exploratory Data Analysis in Business: University of Illinois Urbana-Champaign
  • ESG Investing: Financial Decisions in Flux: Interactive Brokers
  • Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder

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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