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  • Unsupervised Learning

Unsupervised Learning Courses Online

Study unsupervised learning for machine learning. Learn about clustering, dimensionality reduction, and anomaly detection techniques.


Explore the Unsupervised Learning Course Catalog


  • Status: Preview
    Preview
    I

    Icahn School of Medicine at Mount Sinai

    Big Data Science with the BD2K-LINCS Data Coordination and Integration Center

    Skills you'll gain: Bioinformatics, Interactive Data Visualization, Supervised Learning, Machine Learning, Big Data, Data Science, Data Integration, Unsupervised Learning, Molecular Biology, Data Analysis, Metadata Management, Cell Biology, Application Programming Interface (API), Restful API

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Building Multimodal Search and RAG

    Skills you'll gain: Multimodal Prompts, LLM Application, Large Language Modeling, Generative AI, Image Analysis, Applied Machine Learning, Unsupervised Learning, Unstructured Data

    4.5
    Rating, 4.5 out of 5 stars
    ·
    35 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Algorithmic Thinking (Part 2)

    Skills you'll gain: Computational Thinking, Algorithms, Bioinformatics, Data Structures, Big Data, Python Programming, Data Analysis, Machine Learning Algorithms, Unsupervised Learning, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    217 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Master of Science in Artificial Intelligence

    Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, Real-Time Operating Systems, New Product Development, Field-Programmable Gate Array (FPGA), Sustainable Business, Delegation Skills, Unsupervised Learning, Proposal Writing, Sampling (Statistics), Supplier Management, Failure Analysis, Computer Vision, Accountability, Data Ethics, Data Mining, Sustainability Reporting, Statistical Modeling

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Preview
    Preview
    Y

    Yonsei University

    Hands-on Text Mining and Analytics

    Skills you'll gain: Text Mining, Natural Language Processing, Data Cleansing, Data Analysis, Java, Unsupervised Learning, Machine Learning Methods, Supervised Learning

    3.9
    Rating, 3.9 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Image Generation

    Skills you'll gain: Generative AI, Generative Model Architectures, Google Cloud Platform, Image Analysis, Unsupervised Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    193 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    Bayesian Statistics: Mixture Models

    Skills you'll gain: R Programming, Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Mathematical Modeling, Statistical Methods, Probability & Statistics, Unsupervised Learning, Machine Learning Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    62 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The State University of New York

    Big Data, Genes, and Medicine

    Skills you'll gain: Bioinformatics, Big Data, Analytics, Data Mining, Health Informatics, Biomedical Technology, Data Processing, R Programming, Predictive Modeling, Statistical Analysis, Molecular Biology, Feature Engineering, Network Analysis, Unsupervised Learning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    286 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Capstone Project: Advanced AI for Drug Discovery

    Skills you'll gain: Feature Engineering, Bioinformatics, Dimensionality Reduction, Predictive Modeling, Applied Machine Learning, Deep Learning, Artificial Neural Networks, Pandas (Python Package), Drug Development, Unsupervised Learning, Scikit Learn (Machine Learning Library), Data Manipulation, Molecular Biology, Regression Analysis, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning

    2.1
    Rating, 2.1 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Text Marketing Analytics

    Skills you'll gain: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Predictive Modeling, Classification And Regression Tree (CART), Semantic Web, JSON, Statistical Methods, Data Manipulation, Data Structures, Python Programming

    Build toward a degree

    3.1
    Rating, 3.1 out of 5 stars
    ·
    15 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Python: A Guided Journey from Introduction to Application

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, Generative AI, NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Development Environment, Event-Driven Programming, Programming Principles, Computer Programming

    4
    Rating, 4 out of 5 stars
    ·
    69 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Engineering in Engineering Management

    Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, Real-Time Operating Systems, New Product Development, Field-Programmable Gate Array (FPGA), Sustainable Business, Delegation Skills, Unsupervised Learning, Proposal Writing, Sampling (Statistics), Supplier Management, Failure Analysis, Computer Vision, Accountability, Data Ethics, Data Mining, Sustainability Reporting, Statistical Modeling

    Earn a degree

    Degree · 1 - 4 Years

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

  • Big Data Science with the BD2K-LINCS Data Coordination and Integration Center: Icahn School of Medicine at Mount Sinai
  • Building Multimodal Search and RAG: DeepLearning.AI
  • Algorithmic Thinking (Part 2): Rice University
  • Master of Science in Artificial Intelligence: University of Colorado Boulder
  • Hands-on Text Mining and Analytics: Yonsei University
  • Introduction to Image Generation: Google Cloud
  • Bayesian Statistics: Mixture Models: University of California, Santa Cruz
  • Big Data, Genes, and Medicine: The State University of New York
  • Capstone Project: Advanced AI for Drug Discovery: LearnQuest
  • Text Marketing Analytics: University of Colorado Boulder

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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