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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
      I

      IBM

      Machine Learning with Python

      Skills you'll gain: Unsupervised Learning, Feature Engineering, Supervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Jupyter, Python Programming, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis, Statistical Modeling, Dimensionality Reduction, Data Validation, Performance Tuning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      18K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Python for Data Science, AI & Development

      Skills you'll gain: Jupyter, Web Scraping, Python Programming, Data Collection, Object Oriented Programming (OOP), Pandas (Python Package), Programming Principles, Data Structures, NumPy, Data Processing, Data Manipulation, Application Programming Interface (API), Data Import/Export, Computer Programming, Data Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      42K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning

      Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Probability & Statistics, Integral Calculus, Machine Learning Methods, Statistical Analysis, Statistics, Advanced Mathematics, Jupyter, Machine Learning Algorithms, Data Science, Mathematical Modeling, Applied Mathematics, Graph Theory, Artificial Neural Networks, Python Programming, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      15K reviews

      Beginner · Specialization · 3 - 6 Months

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

      IBM

      IBM Deep Learning with PyTorch, Keras and Tensorflow

      Skills you'll gain: PyTorch (Machine Learning Library), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Unsupervised Learning, Artificial Neural Networks, Generative AI, Tensorflow, Statistical Methods, Image Analysis, Predictive Modeling, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Probability & Statistics, Supervised Learning, Python Programming, Machine Learning Algorithms, Natural Language Processing, Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      3.9K reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Introduction to Generative AI Learning Path

      Skills you'll gain: Regulatory Compliance, Performance Tuning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9.7K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      An Introduction to Learning Experience Design (LXD)

      Skills you'll gain: Multimedia, Learning Theory, Web Content Accessibility Guidelines, Instructional Design, Educational Materials, Program Evaluation, Course Development, Design, Professional Development, Education Software and Technology, Design Thinking, Motivational Skills, Adult Learning Principles, Brainstorming, Diversity Equity and Inclusion Initiatives, Needs Assessment, Storyboarding, Content Creation, User Centered Design, Student-Centred Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      87 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Artificial Intelligence (AI)

      Skills you'll gain: Generative AI Agents, Generative AI, OpenAI, ChatGPT, Business Process Automation, Natural Language Processing

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

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Arizona State University TESOL

      Skills you'll gain: Oral Comprehension, Lesson Planning, Education Software and Technology, Pedagogy, Teaching, Literacy, Learning Strategies, Instructional Strategies, Language Competency, Grammar, Curriculum Planning, Learning Styles, English Language, Motivational Skills, Classroom Management, Presentations, Language Learning, Drive Engagement, Design Strategies, Design Elements And Principles

      4.9
      Rating, 4.9 out of 5 stars
      ·
      21K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Preparing for Google Cloud Certification: Machine Learning Engineer

      Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Generative AI, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), CI/CD, Apache Airflow, Artificial Intelligence and Machine Learning (AI/ML), Data Management, Continuous Integration, Data Governance, Data Pipelines, Dataflow, Kubernetes, Systems Architecture, Systems Design, Cloud Computing Architecture, Cloud Computing, Machine Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      4.9K reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Data Mining

      Skills you'll gain: Data Visualization, Text Mining, Dashboard, Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Statistical Visualization, Data Presentation, Data Literacy, Data Mining, Exploratory Data Analysis, Data Analysis, Natural Language Processing, Unsupervised Learning, Unstructured Data, Applied Machine Learning, Data Mapping, Tableau Software, Graphing, Anomaly Detection

      4.5
      Rating, 4.5 out of 5 stars
      ·
      2.9K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Applied Machine Learning

      Skills you'll gain: PyTorch (Machine Learning Library), Feature Engineering, Unsupervised Learning, Applied Machine Learning, Reinforcement Learning, Machine Learning Algorithms, Supervised Learning, Computer Vision, Image Analysis, Regression Analysis, Decision Tree Learning, Data Processing, Classification And Regression Tree (CART), Machine Learning, Predictive Modeling, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Data Cleansing, Deep Learning, Random Forest Algorithm

      3.6
      Rating, 3.6 out of 5 stars
      ·
      9 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Meta Front-End Developer

      Skills you'll gain: Version Control, Unix Commands, HTML and CSS, User Interface and User Experience (UI/UX) Design, Jest (JavaScript Testing Framework), User Research, UI/UX Research, Git (Version Control System), Usability Testing, React.js, User Experience Design, Responsive Web Design, GitHub, Interaction Design, Data Structures, Front-End Web Development, Pseudocode, Cascading Style Sheets (CSS), Javascript, JavaScript Frameworks

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      23K reviews

      Beginner · Professional Certificate · 3 - 6 Months

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    1234…432

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

    • Machine Learning with Python: IBM
    • Python for Data Science, AI & Development: IBM
    • Mathematics for Machine Learning: Imperial College London
    • IBM Deep Learning with PyTorch, Keras and Tensorflow: IBM
    • Introduction to Generative AI Learning Path: Google Cloud
    • An Introduction to Learning Experience Design (LXD): University of Michigan
    • Introduction to Artificial Intelligence (AI): IBM
    • Arizona State University TESOL: Arizona State University
    • Preparing for Google Cloud Certification: Machine Learning Engineer: Google Cloud
    • Data Mining: University of Illinois Urbana-Champaign

    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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