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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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    Michigan State University

    Write Your First Novel

    Skills you'll gain: Peer Review, Storytelling, Editing, Constructive Feedback, Proofreading, Literacy, Creative Thinking, Goal Setting, Self-Discipline, Overcoming Obstacles, Critical Thinking

    4.3
    Rating, 4.3 out of 5 stars
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    373 reviews

    Beginner · Course · 3 - 6 Months

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Ciencia de Datos

    Skills you'll gain: Revenue Management, Model Evaluation, Customer Analysis, Database Design, Data Ethics, Descriptive Analytics, FinTech, Biostatistics, Large Language Modeling, Statistical Reporting, Gerontology, People Analytics, Time Series Analysis and Forecasting, Spatial Data Analysis, Predictive Analytics, Social Determinants Of Health, Cloud Security, Matplotlib, Risk Analysis, Bayesian Statistics

    Earn a degree

    Degree · 1 - 4 Years

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    Coursera

    Analyze Jira: Find Your Open Work

    Skills you'll gain: Prioritization, Jira (Software), Organizational Skills, Decision Making, Backlogs, Project Management Software, Timelines, Dashboard, Query Languages, Project Management, Resource Management

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Collaborate and Version Control Your AI Apps

    Skills you'll gain: User Story, Agile Methodology, Version Control, Persona (User Experience), Kanban Principles

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Agentic AI Content for Practitioners (Teams: Healthcare)

    Skills you'll gain: Clinical Documentation, Responsible AI, Agentic Workflows, Healthcare Project Management, Data Governance, AI Security, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Artificial Intelligence, Agentic systems, Data Ethics, Clinical Data Management, Automation, Decision Support Systems

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Segment and Validate Your Live Marketing Data

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    Real Madrid Graduate School Universidad Europea

    Must-Know Concepts - Basic requirements for data analysis

    Skills you'll gain: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Computer Science, Tree Maps, Encryption, Linear Algebra, Combinatorics, Mathematical Modeling, Advanced Mathematics, IBM Cloud, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    912 reviews

    Advanced · Specialization · 3 - 6 Months

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    New York University

    Introduction to Cyber Security

    Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Cyber Security Strategy, Data Encryption Standard, Cyber Risk, Mobile Security, Enterprise Security, Computer Security, Application Security, Threat Detection, Cyber Security Policies

    4.7
    Rating, 4.7 out of 5 stars
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    3.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Y

    Yale University

    Anatomy of the Chest, Neck, Abdomen, and Pelvis

    Skills you'll gain: Cardiology, Anatomy, Obstetrics And Gynecology, Urology, Neurology, Pulmonology, Nephrology, General Surgery, Diagnostic Radiology, Medical Terminology, Surgery

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of California San Diego

    Biology Meets Programming: Bioinformatics for Beginners

    Skills you'll gain: Bioinformatics, Programming Principles, Molecular, Cellular, and Microbiology, Python Programming, Computational Thinking, Biology

    4.2
    Rating, 4.2 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Machine Learning Methods, Computer Vision, Feature Engineering, Spatial Analysis, Machine Learning, Dimensionality Reduction, Convolutional Neural Networks, Deep Learning, Supervised Learning, Classification Algorithms, Probability & Statistics, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    180 reviews

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

  • Write Your First Novel: Michigan State University
  • Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Analyze Jira: Find Your Open Work: Coursera
  • Collaborate and Version Control Your AI Apps: Coursera
  • Agentic AI Content for Practitioners (Teams: Healthcare): Coursera
  • Segment and Validate Your Live Marketing Data: Coursera
  • Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
  • Foundations of Data Structures and Algorithms: University of Colorado Boulder
  • Introduction to Cyber Security: New York University
  • Anatomy of the Chest, Neck, Abdomen, and Pelvis: Yale University

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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