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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


  • B

    Ball State University

    Master of Science in Computer Science

    Skills you'll gain: Data Ethics, Responsible AI, Software Engineering, Full-Stack Web Development, Graph Theory, Data Wrangling, Statistical Machine Learning, File Systems, Data Visualization, Database Systems, Spatial Analysis, Exploratory Data Analysis, Theoretical Computer Science, SAS (Software), Statistical Methods, Cryptography, Object Oriented Programming (OOP), Statistical Inference, Artificial Intelligence, Text Mining

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • I

    IIT Guwahati

    Bachelor of Science in Data Science & AI

    Skills you'll gain: Package and Software Management, Data Warehousing, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, R (Software), Database Design, Social Network Analysis, Model Evaluation, Database Management, Algorithms, Java Programming, Deep Learning, Portfolio Management, Oral Comprehension, C (Programming Language), File I/O, Econometrics, Reinforcement Learning

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • G

    Google Cloud

    Google Cloud IAM et mise en réseau pour les utilisateurs professionnels d'Azure

    Skills you'll gain: Identity and Access Management, Virtual Private Networks (VPN), Google Cloud Platform, Microsoft Azure, Cloud Infrastructure, Cloud Management, Azure Active Directory, User Provisioning, Firewall, Virtual Networking, Network Architecture, User Accounts, General Networking, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • C

    Coursera

    Apply Tax Compliance Checks

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Birla Institute of Technology & Science, Pilani

    Cryptography

    Skills you'll gain: Cryptographic Protocols, Cybersecurity, Computer Security, Application Security, Identity and Access Management, Security Controls, Information Assurance, Email Security, Authorization (Computing), Single Sign-On (SSO)

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Data Visualization, Exploratory Data Analysis, Supervised Learning, Data Presentation, Model Evaluation, Graphing, Dimensionality Reduction, Data Science, Descriptive Analytics, Matplotlib, Predictive Modeling, Machine Learning Methods, Pandas (Python Package), Data-Driven Decision-Making, Data Processing, Time Series Analysis and Forecasting

    Mastertrack · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Bayesian Network, Deep Learning, Reinforcement Learning, Natural Language Processing, Unsupervised Learning, Systems Thinking, Data Storytelling, Engineering Management, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, MLOps (Machine Learning Operations), Vision Transformer (ViT), Marketing Analytics, Financial Statements, Logistic Regression, Financial Data, Prompt Engineering, Environmental Management Systems

    Degree · 1 - 4 Years

    Category: Earn a degree
    Earn a degree
  • Multiple educators

    Managing AI Projects That Ship and Scale

    Beginner · Specialization

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    AI 基礎架構:Cloud GPU

    Skills you'll gain: AI literacy, Hardware Architecture, Computer Hardware, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Google Cloud Platform, Model Deployment, Cloud Deployment, Model Training, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • C

    Coursera

    Enforce Ethical Tax Practices

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • N

    Northeastern University

    Data Analytics Engineering Graduate Certificate

    Skills you'll gain: Data Storytelling, Text Mining, Database Design, Data Governance, Interactive Data Visualization, Data Presentation, Plotly, Classification Algorithms, Data Visualization, Database Theory, Database Systems, Exploratory Data Analysis, Data Mining, Database Management, Statistical Visualization, Data Visualization Software, Matplotlib, Time Series Analysis and Forecasting, Data Wrangling, Correlation Analysis

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • G

    Google Cloud

    Vertex AI에서 노트북 작업하기

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Virtual Machines, AI Workflows, Development Environment

    Beginner · Course · 1 - 4 Weeks

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

  • Master of Science in Computer Science: Ball State University
  • Bachelor of Science in Data Science & AI: IIT Guwahati
  • Google Cloud IAM et mise en réseau pour les utilisateurs professionnels d'Azure: Google Cloud
  • Apply Tax Compliance Checks: Coursera
  • Cryptography: Birla Institute of Technology & Science, Pilani
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Managing AI Projects That Ship and Scale: 
  • AI 基礎架構:Cloud GPU: Google Cloud
  • Enforce Ethical Tax Practices: Coursera

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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