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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


  • U

    University of Pennsylvania

    Network Dynamics of Social Behavior

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Social Studies, Social Impact, Systems Thinking, Simulations, Culture, Graph Theory, Complex Problem Solving, Innovation

    4.6 stars, 402 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (402) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    LearnQuest

    Introduction to Data Science and scikit-learn in Python

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, Applied Machine Learning, NumPy, Statistical Machine Learning, Classification Algorithms, Data Preprocessing, Data Processing, Data Wrangling, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Model Evaluation, Data Science, Statistical Hypothesis Testing

    3.7 stars, 62 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.7 (62) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Decentralized Application (DApp) Development

    Skills you'll gain: Blockchain, Front-End Web Development, Application Development, Web Development, Transaction Processing, Development Testing, Frontend Integration, Cryptography, FinTech, Emerging Technologies, Software Design, HTML and CSS, Software Architecture, Test Script Development, User Interface (UI) Design, Experience Design, Javascript, Application Deployment, Payment Systems, Data Management

    4.8 stars, 24 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (24) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Build a Professional Resume using Canva

    Skills you'll gain: Applicant Tracking Systems, Professional Development, Graphic Design, Keyword Research, Content Optimization, Business Writing, Recruitment, Data Visualization

    4.5 stars, 947 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (947) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    Universidad Nacional de Colombia

    Escritura académica. Estilos de citación y referenciación.

    Skills you'll gain: Student Engagement, Learning Strategies, Writing and Editing, Multimedia, Writing, Learning Styles, Style Guides, Research, Intellectual Property

    4.9 stars, 203 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (203) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • 2

    28DIGITAL

    Basic Recommender Systems

    Skills you'll gain: Model Evaluation, Data Ethics, AI Personalization, Systems Design, System Requirements, Responsible AI, Machine Learning Algorithms, Machine Learning Methods, Innovation, Algorithms, Data Preprocessing, Unsupervised Learning, Applied Machine Learning, Performance Tuning

    4.3 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (44) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Time Series Forecasting with R: Analyze & Predict

    Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Forecasting, Advanced Analytics, Predictive Modeling, R Programming, Predictive Analytics, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analytics, Statistical Methods, Correlation Analysis, Business, Model Evaluation, Decision Making

    5 stars, 21 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Leveraging AI for Enhanced Content Creation

    Skills you'll gain: Generative AI, AI powered creativity, Advertising, Advertising Campaigns, Content Creation, ChatGPT, AI Enablement, Large Language Modeling, Responsible AI, Video Editing

    4.5 stars, 139 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    IIMA - IIM Ahmedabad

    Strategy and Game Theory for Management

    Skills you'll gain: Strategic Thinking, Game Theory, Behavioral Economics, Business Strategy, Strategic Decision-Making, Culture Transformation, Complex Problem Solving, Problem Solving, Business Economics, Critical Thinking, Decision Making, Market Dynamics, Organizational Change, Economics, Negotiation, Risk Management, Mergers & Acquisitions, Advertising, Innovation, Economics, Policy, and Social Studies

    4.7 stars, 304 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (304) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Python Case Study - Sentiment Analysis

    Skills you'll gain: Model Evaluation, Model Training, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Natural Language Processing, Machine Learning Methods, Text Mining, Data Manipulation, Data Cleansing, Computer Programming Tools, Python Programming, Development Environment, Software Development Tools

    4.8 stars, 18 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (18) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    AI Agents and Agentic AI Architecture in Python

    Skills you'll gain: AI Orchestration, Agentic Workflows, OpenAI API, Generative AI Agents, LLM Application, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Business Logic, File I/O, Transaction Processing, Software Architecture, Memory Management

    4.7 stars, 139 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Corporate Governance

    Skills you'll gain: Governance, Stakeholder Engagement, Regulatory Compliance, Regulation and Legal Compliance, Compliance Management, Governance Risk Management and Compliance, Risk Management, Business Ethics, Regulatory Requirements, Risk Management Framework, Stakeholder Management, Corporate Strategy, Business Management, Stakeholder Communications, Risk Mitigation, Ethical Standards And Conduct, Organizational Structure, Stakeholder Analysis, Accountability

    4.7 stars, 356 reviews, Beginner, Course, 1 - 4 Weeks

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

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

  • Network Dynamics of Social Behavior: University of Pennsylvania
  • Introduction to Data Science and scikit-learn in Python: LearnQuest
  • Decentralized Application (DApp) Development: EDUCBA
  • Build a Professional Resume using Canva: Coursera
  • Escritura académica. Estilos de citación y referenciación.: Universidad Nacional de Colombia
  • Basic Recommender Systems: 28DIGITAL
  • Master Time Series Forecasting with R: Analyze & Predict: EDUCBA
  • Leveraging AI for Enhanced Content Creation: Coursera
  • Strategy and Game Theory for Management: IIMA - IIM Ahmedabad
  • Python Case Study - Sentiment Analysis: EDUCBA

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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