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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
      D

      DeepLearning.AI

      Data Modeling, Transformation, and Serving

      Skills you'll gain: Data Modeling, Data Transformation, Data Processing, Data Warehousing, Apache Hadoop, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark, Feature Engineering, Data Manipulation, Star Schema, Applied Machine Learning, Real Time Data, Machine Learning Methods

      4.5
      Rating, 4.5 out of 5 stars
      ·
      80 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Deep Teaching Solutions

      Uncommon Sense Teaching: Teaching Online

      Skills you'll gain: Student Engagement, Instructional Strategies, Learning Theory, Education Software and Technology, Discussion Facilitation, Learning Management Systems, Innovation, Digital Communications

      5
      Rating, 5 out of 5 stars
      ·
      62 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Data Warehousing and Business Intelligence

      Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Data Mart, Data Architecture, Unsupervised Learning, Business Analytics, Data-Driven Decision-Making, Machine Learning Methods, Databases, Statistical Methods, Data Science, Predictive Modeling, Big Data, Cloud Computing, Market Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      127 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      Universidad de los Andes

      Programación en Python

      Skills you'll gain: Data Visualization Software, Programming Principles, Computational Thinking, Matplotlib, Python Programming, NumPy, Algorithms, Data Import/Export, Computer Programming, Pandas (Python Package), Debugging, Data Manipulation, Integrated Development Environments, Data Structures, Data Analysis, Scripting

      4.5
      Rating, 4.5 out of 5 stars
      ·
      203 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Introduction to Data Science Techniques

      Skills you'll gain: Time Series Analysis and Forecasting, Statistical Analysis, Machine Learning Algorithms, Data Analysis, Data Visualization, Exploratory Data Analysis, Data Presentation, Data Science, Statistical Programming, Statistical Machine Learning, Statistical Methods, Data Cleansing, Applied Machine Learning, Analytics, R Programming, Statistical Software, Regression Analysis, Forecasting, Statistical Modeling, Machine Learning

      Build toward a degree

      4.3
      Rating, 4.3 out of 5 stars
      ·
      17 reviews

      Intermediate · Specialization · 3 - 6 Months

    • D

      Duke University

      Introduction to Retrieval Augmented Generation (RAG)

      Skills you'll gain: Data Import/Export, Pandas (Python Package), Generative AI, OpenAI, Application Programming Interface (API), Data Manipulation, Large Language Modeling, Databases, Natural Language Processing, Python Programming, Machine Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      43 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      C

      Cisco Learning and Certifications

      Network Security

      Skills you'll gain: Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Malware Protection, Network Monitoring, Network Administration, TCP/IP, Network Infrastructure, Infrastructure Security, Intrusion Detection and Prevention, Network Protocols, Load Balancing, Firewall, Authorization (Computing), Web Applications, Security Controls, Authentications

      4.8
      Rating, 4.8 out of 5 stars
      ·
      706 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Rochester

      Introduction to Self-Determination Theory: An approach to motivation, development and wellness

      Skills you'll gain: Self-Motivation, Self-Awareness, Motivational Skills, Social Sciences, Mindfulness, Personal Development, Learning Theory, Economics, Policy, and Social Studies, Human Development, Psychology, Employee Engagement, Cultural Diversity, School Psychology, Goal Setting, Coaching, Psychotherapy, Relationship Building

      4.8
      Rating, 4.8 out of 5 stars
      ·
      514 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      G

      Google Cloud

      Gen AI: Unlock Foundational Concepts

      Skills you'll gain: Generative AI, Google Cloud Platform, Unstructured Data, Data Ethics, Data Modeling, Data Strategy, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Deep Learning, Machine Learning, Data Quality, Innovation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      52 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      N

      Northwestern University

      The Importance of Listening

      Skills you'll gain: Real Time Data, Social Media, Social Media Marketing, Big Data, Marketing Analytics, Crisis Management, Analytics, Content Strategy, Text Mining, Data-Driven Decision-Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.6K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Lesson Planning with the ELL in Mind

      Skills you'll gain: Lesson Planning, English Language, Instructional and Curriculum Design, Language Learning, Student Engagement, Learning Theory, Grammar, Vocabulary, Literacy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      202 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Cisco Learning and Certifications

      Network Automation Engineering Fundamentals

      Skills you'll gain: Ansible, Development Environment, Postman API Platform, Restful API, Authentications, YAML, Software Development Tools, Software Development Methodologies, Software-Defined Networking, CI/CD, DevOps, IT Automation, Network Engineering, Network Architecture, Network Administration, Application Programming Interface (API), Scripting, JSON, Network Protocols, Network Routing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      139 reviews

      Beginner · Specialization · 3 - 6 Months

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

    • Data Modeling, Transformation, and Serving: DeepLearning.AI
    • Uncommon Sense Teaching: Teaching Online: Deep Teaching Solutions
    • Data Warehousing and Business Intelligence: University of California, Irvine
    • Programación en Python: Universidad de los Andes
    • Introduction to Data Science Techniques: Illinois Tech
    • Introduction to Retrieval Augmented Generation (RAG): Duke University
    • Network Security: Cisco Learning and Certifications
    • Introduction to Self-Determination Theory: An approach to motivation, development and wellness: University of Rochester
    • Gen AI: Unlock Foundational Concepts: Google Cloud
    • The Importance of Listening: Northwestern 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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