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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


  • M

    Microsoft

    Essential Aspects of Software, Hardware, and Data Backup

    Skills you'll gain: Authorization (Computing), Hardening, Data Storage, Data Security, Security Controls, Data Storage Technologies, Role-Based Access Control (RBAC), Identity and Access Management, Application Security, Information Assurance, Software Installation, Endpoint Security, Disaster Recovery, Information Systems Security, Data Management, Enterprise Security, System Configuration, Infrastructure Security, Computer Hardware

    4.7 stars, 161 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Programación para todos (Introducción a Python)

    Skills you'll gain: Programming Principles, Software Installation, Code Reusability, Python Programming, Computer Programming, Program Development, Computational Thinking, Computational Logic, Memory Management, System Configuration

    4.8 stars, 288 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (288) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • N

    Northwestern University

    The Business of Social

    Skills you'll gain: Social Media Marketing, Social Media Management, Social Media Strategy, Social Media, Social Media Analytics, Marketing Effectiveness, Marketing, Social Media Campaigns, Performance Measurement, Performance Analysis, Performance Metric, Business Metrics, Customer Engagement, Business-To-Consumer, Driving engagement, Legal Risk, Key Performance Indicators (KPIs), Sales Enablement, Integrated Marketing Communications, A/B Testing

    4.7 stars, 826 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • R

    Rice University

    Self Awareness and the Effective Leader

    Skills you'll gain: Creative Problem-Solving, Prioritization, Stress Management, Time Management, Creative Thinking, Creativity, Engineering Management, Self-Awareness, Professional Development, Leadership Development, Personal Attributes, Leadership, Problem Solving, Personal Development, Goal Setting, Relationship Building, Resilience, Communication

    4.7 stars, 691 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Create a Profile and Network on LinkedIn

    Skills you'll gain: LinkedIn, Professional Networking, Web Presence, Relationship Building, Professional Development, General Networking, Professionalism

    4.6 stars, 895 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (895) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • N

    Northwestern University

    Scaling Operations: Linking Strategy and Execution

    Skills you'll gain: Data-Driven Decision-Making, Strategic Sourcing, Operations, Operational Analysis, Organizational Strategy, Operations Management, Procurement, Business Operations, Capacity Planning, Supply Chain, Competitive Analysis, Asset Management, Supply Management, Strategic Decision-Making, Business Strategy, Business Metrics, Supplier Relationship Management, Investment Management, Capacity Management, Planning

    4.6 stars, 264 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (264) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • R

    Rice University

    Human Anatomy & Physiology II

    Skills you'll gain: Childbirth, Child Health, Pulmonology, Maternal Health, Obstetrics And Gynecology, Respiration, Respiratory Therapy, Anatomy, Urology, Cardiology, Urinalysis, Respiratory Care, Immunology, Hematology, Hemodynamics, Nephrology, Capillary, Physiology, Medical Terminology, Lifelong Learning

    4.8 stars, 42 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (42) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Alberta

    Problem Solving, Python Programming, and Video Games

    Skills you'll gain: Computational Thinking, Video Game Development, Game Design, Software Quality (SQA/SQC), Problem Solving, Programming Principles, Computer Programming, Program Development, Algorithms, Python Programming, Computer Science, Debugging, Test Planning, Functional Testing, Other Programming Languages

    4.3 stars, 238 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (238) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • P

    Pontificia Universidad Católica de Chile

    Introducción al Aprendizaje Universitario

    Skills you'll gain: Learning Strategies, Human Learning, Cooperation, Higher Education, Self-Awareness, Personal Development, Collaboration, Student Support and Services, Biology, Motivational Skills, Self-Motivation, Needs Assessment, Resourcefulness

    4.5 stars, 589 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • E

    EDUCBA

    Advanced Python: OOP, File Handling & Libraries

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), File I/O, Program Development, Software Development, Automation, Data Structures, Code Reusability, Maintainability, File Management, Python Programming, Scalability, Scripting Languages, Data Persistence, JSON, Problem Solving

    5 stars, 15 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Getting started with TensorFlow 2

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Convolutional Neural Networks, Transfer Learning, Computer Programming, Model Optimization, Applied Machine Learning, Supervised Learning, Computer Vision, Artificial Neural Networks, Data Persistence

    4.9 stars, 582 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (582) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Build RAG Applications: Get Started

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Prompt Patterns, AI Workflows, Prompt Engineering, Large Language Modeling, Model Deployment, Embeddings, Vector Databases, Data Processing, Document Management

    4.5 stars, 173 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (173) · Intermediate · Course · 1 - 4 Weeks

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

  • Essential Aspects of Software, Hardware, and Data Backup: Microsoft
  • Programación para todos (Introducción a Python): University of Michigan
  • The Business of Social: Northwestern University
  • Self Awareness and the Effective Leader: Rice University
  • Create a Profile and Network on LinkedIn: Coursera
  • Scaling Operations: Linking Strategy and Execution: Northwestern University
  • Human Anatomy & Physiology II: Rice University
  • Problem Solving, Python Programming, and Video Games: University of Alberta
  • Introducción al Aprendizaje Universitario: Pontificia Universidad Católica de Chile
  • Advanced Python: OOP, File Handling & Libraries: 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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