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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
      U

      University of Michigan

      Python Basics

      Skills you'll gain: Programming Principles, Computer Programming, Data Structures, Python Programming, Computer Graphics, Debugging, Visualization (Computer Graphics), Computational Thinking

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

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google

      Automate Cybersecurity Tasks with Python

      Skills you'll gain: Debugging, Cybersecurity, Python Programming, Scripting, IT Automation, Programming Principles, Algorithms, Automation, Computer Programming, File Management, Data Structures

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.2K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Word Forms and Simple Present Tense

      Skills you'll gain: Grammar, English Language, Vocabulary, Language Competency

      4.9
      Rating, 4.9 out of 5 stars
      ·
      3.6K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Introduction to Programming with Python and Java

      Skills you'll gain: Java Programming, Object Oriented Programming (OOP), Pandas (Python Package), Java, Eclipse (Software), Unit Testing, Data Analysis, Matplotlib, Data Science, Data Structures, Data Visualization, Jupyter, Data Visualization Software, Data Manipulation, Data Cleansing, Scatter Plots, Python Programming, Histogram, Computer Programming, Programming Principles

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.8K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Visualization with Python

      Skills you'll gain: Matplotlib, Data Visualization Software, Plotly, Seaborn, Data Visualization, Statistical Visualization, Dashboard, Interactive Data Visualization, Geospatial Information and Technology, Spatial Data Analysis, Histogram, Scatter Plots, Geospatial Mapping, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      12K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Cybersecurity Fundamentals

      Skills you'll gain: Encryption, Public Key Infrastructure, Identity and Access Management, Endpoint Security, IT Security Architecture, Cybersecurity, Network Security, Cryptography, Threat Detection, Application Security, Cyber Attacks, Data Security, Secure Coding, Authentications, Key Management, Computer Security Awareness Training, Information Technology, Cyber Security Assessment, Cyber Security Strategy, Computer Security Incident Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.8K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      D

      DeepLearning.AI

      AI Python for Beginners

      Skills you'll gain: Jupyter, Large Language Modeling, Data Storage, Data Manipulation, Python Programming, Prompt Engineering, Data Processing, Artificial Intelligence, OpenAI, Data Structures, Automation, Application Programming Interface (API), Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      153 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Capstone: Retrieving, Processing, and Visualizing Data with Python

      Skills you'll gain: Data Processing, Data Visualization, Data Cleansing, Data Collection, Data Visualization Software, Visualization (Computer Graphics), Data Analysis, Data Modeling, Python Programming, Web Scraping, Algorithms, Scripting, Database Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      14K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft AI & ML Engineering

      Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Data Management, Microsoft Azure, MLOps (Machine Learning Operations), Large Language Modeling, Deep Learning, Generative AI Agents, Supervised Learning, Infrastructure Architecture, Applied Machine Learning, Machine Learning Methods, Application Deployment, Machine Learning, Reinforcement Learning, Data Ethics, Natural Language Processing, Data Processing, ChatGPT

      4.6
      Rating, 4.6 out of 5 stars
      ·
      198 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      N

      New York University

      Guided Tour of Machine Learning in Finance

      Skills you'll gain: Supervised Learning, Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Financial Modeling, Artificial Neural Networks, Reinforcement Learning, FinTech, Regression Analysis, Jupyter

      3.8
      Rating, 3.8 out of 5 stars
      ·
      679 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Amazon Web Services

      AWS Cloud Technical Essentials

      Skills you'll gain: Amazon CloudWatch, Amazon Web Services, AWS Identity and Access Management (IAM), Amazon DynamoDB, Amazon S3, Amazon Elastic Compute Cloud, Load Balancing, Cloud Computing, Cloud Storage, Serverless Computing, Scalability, User Accounts, System Monitoring, Databases, Virtual Private Networks (VPN), General Networking, Containerization

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.1K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Spanish Vocabulary: Meeting People

      Skills you'll gain: Spanish Language, Language Learning, Grammar, Vocabulary, Oral Expression

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.3K reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Python Basics: University of Michigan
    • Automate Cybersecurity Tasks with Python: Google
    • Word Forms and Simple Present Tense: University of California, Irvine
    • Introduction to Programming with Python and Java: University of Pennsylvania
    • Data Visualization with Python: IBM
    • Cybersecurity Fundamentals: IBM
    • AI Python for Beginners: DeepLearning.AI
    • Capstone: Retrieving, Processing, and Visualizing Data with Python: University of Michigan
    • Microsoft AI & ML Engineering: Microsoft
    • Guided Tour of Machine Learning in Finance: New York 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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