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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 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: Preview
      Preview
      É

      École Polytechnique

      Comprendre la France, Advanced French Language & Culture

      Skills you'll gain: Grammar, European History, Language Learning, Culture, Vocabulary, Political Sciences, World History, Oral Expression, Writing, Social Sciences, Liberal Arts, Art History, Oral Comprehension, Science and Research, Intercultural Competence

      4.9
      Rating, 4.9 out of 5 stars
      ·
      134 reviews

      Advanced · Course · 1 - 3 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, GitHub, Machine Learning, Collaborative Software, Query Languages, Cloud API, Application Programming Interface (API), IBM Cloud, 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 Colorado Boulder

      Machine Learning: Theory and Hands-on Practice with Python

      Skills you'll gain: Supervised Learning, Unsupervised Learning, Dimensionality Reduction, Deep Learning, Machine Learning Algorithms, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, Machine Learning, Machine Learning Methods, Image Analysis, Decision Tree Learning, Exploratory Data Analysis, Artificial Neural Networks, Data Analysis, Data Science, Pandas (Python Package), Data Processing, Predictive Modeling, Python Programming

      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

      Databases and SQL for Data Science with Python

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

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

      Beginner · 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

      Supervised Machine Learning: Regression

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

      4.7
      Rating, 4.7 out of 5 stars
      ·
      758 reviews

      Intermediate · 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: 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: 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, Data Visualization, Systems Design, Pivot Tables And Charts, Process Mapping, Requirements Management, Systems Analysis, Process Design, 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

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Machine Learning With Big Data

      Skills you'll gain: Exploratory Data Analysis, Big Data, Apache Spark, Box Plots, Applied Machine Learning, Regression Analysis, Scatter Plots, Data Processing, Data Transformation, Supervised Learning, Machine Learning, Unsupervised Learning, Data Cleansing, Predictive Modeling, Data Quality

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.5K reviews

      Mixed · Course · 1 - 3 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
    • An Introduction to Programming the Internet of Things (IOT): University of California, Irvine
    • Comprendre la France, Advanced French Language & Culture : École Polytechnique
    • Tools for Data Science: IBM
    • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
    • Databases and SQL for Data Science with Python: IBM
    • AWS Cloud Solutions Architect: Amazon Web Services
    • Supervised Machine Learning: Regression: IBM
    • Breast Cancer Prediction Using Machine Learning: Coursera Project Network
    • Managing ADHD, Autism, Learning Disabilities, and Concussion in School: University of Colorado System

    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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