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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


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    Pearson

    Education and Religion

    Skills you'll gain: Social Sciences, Sociology, Social Studies, Culture, Socioeconomics, Education and Training, Formal Learning, Social Justice

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Foundations of Accounting: Principles & Statements

    Skills you'll gain: Income Statement, Financial Accounting, Accounting Systems, Accounting, Generally Accepted Accounting Principles (GAAP), Profit and Loss (P&L) Management, Cash Flows, Financial Statements, Standard Accounting Practices, Financial Reporting, General Accounting, Balance Sheet, Financial Statement Analysis, Small Business Accounting, Finance, Financial Planning, Financial Management, Organizational Structure, Budgeting, Language Interpretation, Translation, and Studies

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Semiconductor Devices

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronic Systems, Electronic Components, Materials science, Electrical and Computer Engineering, Electrical Power, Electronic Hardware, Electrical Systems, Electronics, Physics, Electronics Engineering, Scalability, Engineering Calculations, Mathematical Modeling, Applied Mathematics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    624 reviews

    Advanced · Specialization · 1 - 3 Months

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    Packt

    Advanced Techniques and Security in .NET 8 Applications

    Skills you'll gain: Secure Coding, Unit Testing, Cryptography, Performance Testing, LLM Application, Encryption, Authentications, Application Security, Authorization (Computing), Test Driven Development (TDD), Test Tools, Test Automation, Large Language Modeling, ASP.NET, .NET Framework, C# (Programming Language), Application Deployment, Object Oriented Design, General Data Protection Regulation (GDPR), Cloud Platforms

    Intermediate · Course · 1 - 3 Months

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    University of California, Irvine

    Virtual Teacher

    Skills you'll gain: Peer Review, Instructional Design, Instructional and Curriculum Design, Education Software and Technology, Drive Engagement, Instructing, Parent Communication, Instructional Strategies, Student Engagement, Learning Management Systems, Student Support and Services, Course Development, Collaborative Software, Pedagogy, Digital pedagogy, Teaching, AI Personalization, Data Management, Collaboration, Planning

    4.6
    Rating, 4.6 out of 5 stars
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    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Blender 3D – Model a Medieval Researcher's Desk

    Skills you'll gain: 3D Assets, 3D Modeling, Cinematography, Animations, Computer Graphics, Computer Graphic Techniques, Post-Production, Visualization (Computer Graphics), Animation and Game Design, Visual Storytelling, Virtual Environment, Graphical Tools, Simulation and Simulation Software, Geometry, Simulations, Field-Programmable Gate Array (FPGA)

    Intermediate · Course · 1 - 3 Months

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    The University of Edinburgh

    Philosophy and the Sciences: Introduction to the Philosophy of Physical Sciences

    Skills you'll gain: Research, Science and Research, Liberal Arts, General Science and Research, Scientific Methods, Physical Science, Physics, Research Methodologies

    4.7
    Rating, 4.7 out of 5 stars
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    963 reviews

    Mixed · Course · 1 - 3 Months

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    STARWEAVER

    Motivating Others: The Foundations of Inspiring Performance

    Skills you'll gain: Motivational Skills, Team Motivation, Smart Goals, Employee Coaching, Team Performance Management, Active Listening, Employee Performance Management, Goal Setting, Performance Management, Leadership and Management, Employee Engagement, Auditing, Recognizing Others, Coaching, Drive Engagement, Collaboration, Relationship Building, Compensation Management, Corporate Communications, Revenue Recognition

    Intermediate · Course · 1 - 4 Weeks

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    Sage Publications

    Delivering, Promoting, and Sustaining Customer Value

    Skills you'll gain: Customer Relationship Management, Customer Relationship Building, Marketing Management, Environmental Social And Corporate Governance (ESG), Promotional Strategies, Marketing Operations, Marketing Effectiveness, Campaign Planning, Plan Execution, Promotions and Campaigns, Marketing and Public Relations, Strategic Marketing, Marketing Planning, Supply Chain, Customer Engagement, Customer Retention, Marketing Strategies, Customer Service, Advertising, Probability Distribution

    Beginner · Course · 1 - 4 Weeks

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    Sage Publications

    Foundations of Educational Leadership: Ethics and Excellence

    Skills you'll gain: Business Ethics, Leadership, Ethical Standards And Conduct, Education and Training, Initiative and Leadership, Leadership and Management, Instructional Strategies, Dealing With Ambiguity, Professional Development, Complex Problem Solving, Educational Materials, Problem Solving, Critical Thinking and Problem Solving, Rapport Building, Performance Management

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Google Workspace with Gemini

    Skills you'll gain: Google Gemini, Prompt Engineering, Responsible AI, Storytelling, Video Production, Photo/Video Production and Technology, Gemini, Prompt Patterns, Gmail, Video Editing, Visual Storytelling, Productivity Software, Google Workspace, Multimodal Prompts, Workflow Management, Generative AI, Business Communication, Collaboration, Writing, Project Management

    4.7
    Rating, 4.7 out of 5 stars
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    596 reviews

    Beginner · Specialization · 1 - 3 Months

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    Duke University

    Human Factors in AI

    Skills you'll gain: Responsible AI, Data Ethics, Experience Design, User Experience Design, Human Centered Design, Human Factors, Decision Intelligence, Information Privacy, Design Thinking, Machine Learning, Ethical Standards And Conduct, Law, Regulation, and Compliance, Automation

    4.7
    Rating, 4.7 out of 5 stars
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    249 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Education and Religion: Pearson
  • Foundations of Accounting: Principles & Statements: John Wiley & Sons
  • Semiconductor Devices: University of Colorado Boulder
  • Advanced Techniques and Security in .NET 8 Applications: Packt
  • Virtual Teacher: University of California, Irvine
  • Blender 3D – Model a Medieval Researcher's Desk: Packt
  • Philosophy and the Sciences: Introduction to the Philosophy of Physical Sciences: The University of Edinburgh
  • Motivating Others: The Foundations of Inspiring Performance: STARWEAVER
  • Delivering, Promoting, and Sustaining Customer Value: Sage Publications
  • Foundations of Educational Leadership: Ethics and Excellence: 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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Arts and Humanities
338 courses
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668 courses
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425 courses
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145 courses
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471 courses
Math and Logic
70 courses
Personal Development
137 courses
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413 courses
Social Sciences
401 courses
Language Learning
150 courses

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