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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.

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    Explore the Unsupervised Learning Course Catalog

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      MATLAB Programming for Engineers and Scientists

      Skills you'll gain: Machine Learning Methods, Image Analysis, Applied Machine Learning, Matlab, Algorithms, Data Analysis, Object Oriented Programming (OOP), Classification And Regression Tree (CART), Data Processing, Computer Vision, User Interface (UI), Regression Analysis, Digital Communications, Numerical Analysis, Performance Tuning, Computer Programming, Mathematical Software, Programming Principles, Debugging, Data Structures

      4.8
      Rating, 4.8 out of 5 stars
      ·
      18K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Machine Learning: Theory and Hands-on Practice with Python

      Skills you'll gain: Supervised Learning, Unsupervised Learning, Deep Learning, Dimensionality Reduction, Machine Learning Algorithms, Keras (Neural Network Library), Applied Machine Learning, Predictive Modeling, Tensorflow, Machine Learning, Scikit Learn (Machine Learning Library), Image Analysis, Artificial Neural Networks, Random Forest Algorithm, Data Processing, Data Cleansing, Python Programming, Data Science, Classification And Regression Tree (CART), Data Manipulation

      Build toward a degree

      3.5
      Rating, 3.5 out of 5 stars
      ·
      118 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Tools for Data Science

      Skills you'll gain: Jupyter, Data Analysis Software, Data Visualization Software, Statistical Programming, R Programming, Computer Programming Tools, Data Science, Data Visualization, GitHub, Machine Learning, Collaborative Software, Query Languages, Cloud API, Application Programming Interface (API), IBM Cloud, Restful API, Open Source Technology, Git (Version Control System), Data Management, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      30K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      An Introduction to Programming the Internet of Things (IOT)

      Skills you'll gain: Embedded Systems, Internet Of Things, Linux, Test Planning, TCP/IP, Hardware Design, Electronic Hardware, User Requirements Documents, Network Protocols, Functional Specification, Local Area Networks, Software Design, System Design and Implementation, Requirements Analysis, Basic Electrical Systems, Debugging, USB, C (Programming Language), Command-Line Interface, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      20K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Supervised Machine Learning: Regression

      Skills you'll gain: Supervised Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Data Processing, Pandas (Python Package), Data Manipulation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      759 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Amazon Web Services

      AWS Cloud Solutions Architect

      Skills you'll gain: Amazon CloudWatch, Amazon Web Services, Data Lakes, AWS Identity and Access Management (IAM), Amazon DynamoDB, Amazon S3, Serverless Computing, Load Balancing, Cloud Computing, Cloud Computing Architecture, Cloud Solutions, Cloud Storage, Data Architecture, Solution Architecture, Hybrid Cloud Computing, Data Infrastructure, Scalability, User Accounts, Data Engineering, Amazon Elastic Compute Cloud

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.8K reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Databases and SQL for Data Science with Python

      Skills you'll gain: SQL, Relational Databases, Query Languages, Databases, Database Management, Database Management Systems, Stored Procedure, Data Manipulation, Pandas (Python Package), Data Analysis, Python Programming, Transaction Processing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      22K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Unsupervised Machine Learning

      Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Text Mining, Machine Learning, Unstructured Data, Data Mining, Data Science, Natural Language Processing, Algorithms, Linear Algebra, Data Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      332 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Managing ADHD, Autism, Learning Disabilities, and Concussion in School

      Skills you'll gain: Autism Spectrum Disorders, Disabilities, School Psychology, Special Education, Neurology, Mental Health Diseases and Disorders, Patient Evaluation, Working With Children, Individualized Education Programs (IEP), Mental and Behavioral Health, Speech Language Pathology

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.7K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      É

      École Polytechnique

      Comprendre la France, Advanced French Language & Culture

      Skills you'll gain: Oral Expression, Political Sciences, Language Competency, Culture, Oral Comprehension, International Relations, European History, Science and Research, World History, Writing, Vocabulary, Art History

      4.9
      Rating, 4.9 out of 5 stars
      ·
      134 reviews

      Advanced · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Breast Cancer Prediction Using Machine Learning

      Skills you'll gain: Scikit Learn (Machine Learning Library), Data Cleansing, Data Processing, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Modeling, Data Import/Export, Supervised Learning, Google Workspace, Pandas (Python Package), Machine Learning, Machine Learning Algorithms, Data Mining, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      49 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Systems Analyst

      Skills you'll gain: Requirements Elicitation, Business Process Modeling, Data Storytelling, Business Analysis, Stakeholder Management, Systems Design, Pivot Tables And Charts, Process Mapping, Requirements Management, Systems Analysis, Dashboard, System Testing, Stakeholder Engagement, Computer Systems, Process Flow Diagrams, Software Testing, Cloud Computing, Application Deployment, Agile Methodology, Database Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.5K reviews

      Beginner · Professional Certificate · 3 - 6 Months

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

    • MATLAB Programming for Engineers and Scientists: Vanderbilt University
    • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
    • Tools for Data Science: IBM
    • An Introduction to Programming the Internet of Things (IOT): University of California, Irvine
    • Supervised Machine Learning: Regression: IBM
    • AWS Cloud Solutions Architect: Amazon Web Services
    • Databases and SQL for Data Science with Python: IBM
    • Unsupervised Machine Learning: IBM
    • Managing ADHD, Autism, Learning Disabilities, and Concussion in School: University of Colorado System
    • Comprendre la France, Advanced French Language & Culture : École Polytechnique

    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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