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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
    W

    Wesleyan University

    Data Analysis and Interpretation

    Skills you'll gain: Regression Analysis, Data Storytelling, Logistic Regression, Classification And Regression Tree (CART), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Statistical Software, Correlation Analysis, Exploratory Data Analysis, Data Manipulation, Decision Tree Learning, Data Presentation, Data Management, Data Analysis, Data Visualization, Model Evaluation, Statistical Methods, Machine Learning, Statistics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    IIT Guwahati

    Bachelor of Science in Data Science & AI

    Skills you'll gain: Package and Software Management, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Database Theory, Social Network Analysis, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Object Oriented Programming (OOP), Spreadsheet Software, Econometrics

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Preview
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    Y

    Yale University

    Overcoming Dyslexia

    Skills you'll gain: Disabilities, Differentiated Instruction, School Counseling, Special Education, Adaptive Equipment, Literacy, Individualized Education Programs (IEP), Diagnostic Tests, Working With Children, Psychological Evaluations, Overcoming Obstacles, Student Support and Services, Resilience, Learning Strategies, Academic Advising, Law, Regulation, and Compliance, Advocacy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Alberta

    Prediction and Control with Function Approximation

    Skills you'll gain: Reinforcement Learning, Supervised Learning, Machine Learning, Deep Learning, Feature Engineering, Artificial Neural Networks, Pseudocode, Algorithms, Probability Distribution, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    ·
    846 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    C

    Creo Incubator

    Introverted Entrepreneurship for Leaders Success

    Skills you'll gain: Self-Awareness, Professional Networking, Relationship Building, Strategic Communication, Personal Development, Decision Making, Communication, Entrepreneurship, Initiative and Leadership, Leadership Development, Assertiveness, Leadership

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    LearnKartS

    Multi-Platform Digital Ads Mastery: 11 Platforms

    Skills you'll gain: Campaign Management, Google Ads, LinkedIn, Facebook, Bidding, Target Audience, Keyword Research, Performance marketing, Advertising Campaigns, Social Media Campaigns, Pay Per Click Advertising, Pinterest, Search Engine Marketing, Social Media, Paid media, Online Advertising, Lead Generation, TikTok, Advertising, Digital Advertising

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    M

    Macquarie University

    Pitching, Marketing and Sales For Startups

    Skills you'll gain: Value Propositions, Sales Strategy, Sales, Marketing Strategies, Storytelling, User Research, Presentations, Social Media Marketing, Customer Insights, Strategic Marketing, Goal Setting, Fundraising and Crowdsourcing, Brand Strategy, Entrepreneurial Finance, Key Performance Indicators (KPIs), Strategic Partnership, Business Priorities, Professional Networking

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    The Future of Healthcare and Emerging Trends

    Skills you'll gain: Social Determinants Of Health, Community Health, Health Equity, Behavioral Economics, Health Administration, Consumer Behaviour, Business Modeling, Artificial Intelligence

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

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

    EDUCBA

    Master QuickBooks Pro: Manage and Optimize Finances

    Skills you'll gain: QuickBooks (Accounting Software), Vendor Management, Inventory and Warehousing, Accounting Software, Customer Data Management, Financial Analysis, Billing & Invoicing, Sales Management, Financial Reporting, Expense Management, Payroll, Accounts Payable, Bookkeeping, Cash Flows, Accounts Receivable

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Preview
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    S

    SkillsBooster Academy

    Figma AI: Productivity Tools for Designers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, Figma (Design Software), AI Workflows, Generative AI, Graphic and Visual Design, Design, Generative AI Agents, Visual Design, Artificial Intelligence, Digital Design, Design Thinking, Process Design, Collaborative Software, Human Centered Design, Design Elements And Principles, Layout Design, Interactive Design, Marketing Design

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial

    Multiple educators

    Building Trustworthy AI

    Beginner · Specialization

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

    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization

    4.3
    Rating, 4.3 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 3 - 6 Months

Searches related to unsupervised learning

supervised learning
unsupervised learning, recommenders, reinforcement learning
supervised machine learning
unsupervised machine learning
supervised machine learning: regression and classification
supervised and unsupervised learning
supervised machine learning: regression
unsupervised algorithms in machine learning
1…133134135…545

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

  • Data Analysis and Interpretation: Wesleyan University
  • Bachelor of Science in Data Science & AI: IIT Guwahati
  • Overcoming Dyslexia: Yale University
  • Prediction and Control with Function Approximation: University of Alberta
  • Introverted Entrepreneurship for Leaders Success: Creo Incubator
  • Multi-Platform Digital Ads Mastery: 11 Platforms: LearnKartS
  • Pitching, Marketing and Sales For Startups: Macquarie University
  • The Future of Healthcare and Emerging Trends: University of Illinois Urbana-Champaign
  • Master QuickBooks Pro: Manage and Optimize Finances: EDUCBA
  • Figma AI: Productivity Tools for Designers: SkillsBooster Academy

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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