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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
    I

    IBM

    Applied Data Science with R

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Database Design, Data Presentation, Ggplot2, Data Visualization Software, Data Visualization, Relational Databases, Statistical Visualization, Data Collection, Predictive Modeling, Statistical Analysis, Data Analysis, Rmarkdown, Model Evaluation, Shiny (R Package), SQL, R (Software), Data Manipulation, Web Scraping

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Getting Started with Go

    Skills you'll gain: Object Oriented Programming (OOP), C (Programming Language), Python Programming, Data Import/Export, Memory Management, File I/O, Computational Logic, Network Protocols, Package and Software Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.5K reviews

    Intermediate · Course · 1 - 4 Weeks

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

    EDUCBA

    Professional Communication & Interview Mastery

    Skills you'll gain: Verbal Communication Skills, Oral Expression, Presentations, Interviewing Skills, Public Speaking, Telephone Skills, Composure, Stress Management, Non-Verbal Communication, Driving engagement, Interpersonal Communications, Drive Engagement, Professionalism, Persuasive Communication, Social Skills, Communication, Writing, Business Writing, English Language, Writing and Editing

    4.2
    Rating, 4.2 out of 5 stars
    ·
    31 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Data Analysis with Pivot Tables: Build & Automate

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Data Analysis Expressions (DAX), Spreadsheet Software, Excel Macros, Data Presentation, Data Analysis, Chart.js, Data Mart, Spatial Data Analysis, Automation, Decision Tree Learning, IT Automation, Course Development, Strategic Decision-Making, C and C++, Design, AI Workflows

    4.9
    Rating, 4.9 out of 5 stars
    ·
    32 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    Local Economic Development

    Skills you'll gain: Economic Development, Community Development, Entrepreneurship, Economics, Project Design, Sustainable Development, Socioeconomics, International Relations, Competitive Analysis, New Business Development, Case Studies, Social Studies, Innovation, Policy Development, Governance, Natural Resource Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    411 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Enterprise AI Governance, Ethics & Security

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Governance Risk Management and Compliance, Compliance Management, Generative AI, Security Strategy, Governance, Compliance Auditing, Data Quality, Regulatory Compliance, Data Governance, Internal Auditing, Risk Management, Risk Analysis, Threat Modeling, Cloud Security, Policy Development, Cybersecurity, Stakeholder Management

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A
    A

    Multiple educators

    Real-World AI for Everyone

    Skills you'll gain: AI literacy, Retrieval-Augmented Generation, AI powered creativity, Vibe coding, Problem Solving, AI Enablement, Prompt Engineering Tools, AI Personalization, Multimodal Prompts, Productivity Software, Generative AI, Communication Strategies, Responsible AI, Business Communication, Productivity, Project Planning, Planning, Business Planning, Project Management, Business

    4.7
    Rating, 4.7 out of 5 stars
    ·
    119 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Django for Everybody

    Skills you'll gain: Django (Web Framework), Ajax, jQuery, Model View Controller, Cascading Style Sheets (CSS), Javascript and jQuery, Hypertext Markup Language (HTML), JSON, HTML and CSS, Linux, Linux Commands, Application Development, Back-End Web Development, Database Application, Web Development, Cloud Deployment, Web Applications, Application Deployment, Javascript, SQL

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.5K reviews

    Intermediate · Specialization · 3 - 6 Months

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

    LearnKartS

    Azure DevOps Security, Compliance, and Secrets Management

    Skills you'll gain: DevSecOps, Azure DevOps, Azure DevOps Pipelines, Microsoft Azure, DevOps, Governance, Vulnerability Scanning, Security Testing, Application Security, Devops Tools, Identity and Access Management, Role-Based Access Control (RBAC), Security Controls, Compliance Management, Authorization (Computing), Dependency Analysis, Containerization, Code Reusability, GitHub, Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

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

    Sage Publications

    Competitive Advantage and Market Positioning Strategies

    Skills you'll gain: Strategic Marketing, Product Strategy, Marketing, Business Strategy, Go To Market Strategy, Marketing Strategy and Techniques, Value Propositions, Design Thinking, Customer Analysis, Market Dynamics, Brand Strategy, Target Market, Strategic Thinking, Product Development, Product Lining, Branding, New Product Development, Consumer Behaviour, Competitive Analysis, Market Trend

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Accounting Fundamentals: Analyze, Interpret & Apply

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Accounting, Balance Sheet, Financial Reporting, Accounting, Business Valuation, Inventory Accounting, Corporate Accounting, Business Reporting, International Financial Reporting Standards, Analysis, Case Studies, Business Analysis, Business, Investments

    4.4
    Rating, 4.4 out of 5 stars
    ·
    34 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    DP-100 Microsoft Azure DS Exam

    Skills you'll gain: Microsoft Azure, Model Deployment, MLOps (Machine Learning Operations), Cloud Computing, Cloud Deployment, Data Pipelines, Data Store, Model Training, Data Management, Cloud Infrastructure, Machine Learning, Applied Machine Learning, AI Workflows, Model Evaluation, Machine Learning Algorithms, Configuration Management, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Applied Data Science with R: IBM
  • Getting Started with Go: University of California, Irvine
  • Professional Communication & Interview Mastery: EDUCBA
  • Data Analysis with Pivot Tables: Build & Automate: EDUCBA
  • Local Economic Development: Erasmus University Rotterdam
  • Microsoft Enterprise AI Governance, Ethics & Security: Microsoft
  • Real-World AI for Everyone: Advancing Women in Tech
  • Django for Everybody: University of Michigan
  • Azure DevOps Security, Compliance, and Secrets Management: LearnKartS
  • Competitive Advantage and Market Positioning Strategies: Sage Publications

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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