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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

    • 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
      M

      Microsoft

      Master Microsoft Office 365 and Power Platform

      Skills you'll gain: Prompt Engineering, Microsoft PowerPoint, Microsoft Power Platform, Microsoft Copilot, Microsoft Power Automate/Flow, Microsoft Word, Microsoft Excel, Power BI, Microsoft 365, Spreadsheet Software, Collaborative Software, Excel Formulas, Data Visualization, Presentations, Data Integration, Dashboard, Business Intelligence, Microsoft Azure, Business Process Automation, Data Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.2K 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: Free Trial
      Free Trial
      I

      IBM

      Data Analysis with Python

      Skills you'll gain: Data Wrangling, Predictive Modeling, Exploratory Data Analysis, Data Manipulation, Data Import/Export, Statistical Modeling, Data Analysis, Data Visualization, Regression Analysis, Visualization (Computer Graphics), Predictive Analytics, Data Cleansing, Correlation Analysis, Statistical Analysis, Pandas (Python Package), Machine Learning Methods, Descriptive Statistics, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      19K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Michigan

      Learning Languages with AI

      Skills you'll gain: Generative AI, Artificial Intelligence, Prompt Engineering, Language Learning, Language Competency, AI Personalization, Data Ethics, Writing, Intellectual Property, Communication

      3.9
      Rating, 3.9 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Meta Database Engineer

      Skills you'll gain: MySQL, Database Management, Version Control, Stored Procedure, SQL, Unix Commands, Databases, Data Modeling, Git (Version Control System), Database Management Systems, Database Design, GitHub, MySQL Workbench, Relational Databases, Star Schema, Tableau Software, Data Visualization Software, Database Administration, Data Structures, Object Oriented Programming (OOP)

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7.3K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Data Warehouse Engineer

      Skills you'll gain: Data Warehousing, IBM Cognos Analytics, Dashboard, SQL, Data Visualization, Linux Commands, Database Administration, IBM DB2, Bash (Scripting Language), Data Pipelines, Interactive Data Visualization, Data Presentation, Apache Airflow, Database Design, MySQL, Database Management, Database Architecture and Administration, Extract, Transform, Load, Relational Databases, Big Data

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.3K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • C

      Coursera Project Network

      Machine Learning Pipelines with Azure ML Studio

      Skills you'll gain: Predictive Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Data Processing, Microsoft Azure, Data Cleansing, Feature Engineering, Data Manipulation, Data Analysis, Supervised Learning, Data Science, Data Pipelines, MLOps (Machine Learning Operations), Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      810 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      S

      Stanford University

      Introduction to Statistics

      Skills you'll gain: Statistics, Descriptive Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Statistical Methods, Statistical Modeling, Statistical Inference, Sampling (Statistics), Statistical Hypothesis Testing, Data Science, Regression Analysis, Exploratory Data Analysis, Probability, Probability Distribution

      4.6
      Rating, 4.6 out of 5 stars
      ·
      4.2K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Introduction to Data Science in Python

      Skills you'll gain: Pandas (Python Package), Statistical Methods, Data Manipulation, NumPy, Statistical Analysis, Data Science, Sampling (Statistics), Probability & Statistics, Unstructured Data, Statistical Hypothesis Testing, Python Programming, Data Cleansing, Data Analysis, Data Import/Export, Programming Principles

      4.5
      Rating, 4.5 out of 5 stars
      ·
      27K reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Commonwealth Education Trust

      Foundations of Teaching for Learning: Curriculum

      Skills you'll gain: Curriculum Development, Lesson Planning, Curriculum Planning, Teaching, Education and Training, Instructional and Curriculum Design, Student-Centred Learning, Pedagogy, Planning, Collaboration

      4.6
      Rating, 4.6 out of 5 stars
      ·
      500 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
    • Breast Cancer Prediction Using Machine Learning: Coursera Project Network
    • Master Microsoft Office 365 and Power Platform: Microsoft
    • An Introduction to Programming the Internet of Things (IOT): University of California, Irvine
    • Data Analysis with Python: IBM
    • Learning Languages with AI: University of Michigan
    • Meta Database Engineer: Meta
    • IBM Data Warehouse Engineer: IBM
    • Machine Learning Pipelines with Azure ML Studio: Coursera Project Network
    • Introduction to Statistics: Stanford 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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