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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
      P

      Palo Alto Networks

      Palo Alto Networks Cybersecurity Foundation

      Skills you'll gain: Cybersecurity, Zero Trust Network Access, Cyber Threat Intelligence, Malware Protection, Network Security, Firewall, Threat Detection, Cloud Security, Endpoint Security, Security Controls, Enterprise Security, Software As A Service, Cloud Computing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      499 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Advanced Prompt Engineering for Everyone

      Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Large Language Modeling, Artificial Intelligence, Data Quality

      4.9
      Rating, 4.9 out of 5 stars
      ·
      302 reviews

      Intermediate · Course · 1 - 3 Months

    • V

      VMware

      Networking and Security Architecture with VMware NSX

      Skills you'll gain: VMware ESX Servers, Virtualization, Network Architecture, Disaster Recovery, Software-Defined Networking, Network Security, Computer Networking, Virtual Machines, IT Automation, Firewall, Information Technology Operations, Cloud Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      463 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of Illinois Urbana-Champaign

      New Learning: Principles and Patterns of Pedagogy

      Skills you'll gain: Pedagogy, Education and Training, Teaching, Blended Learning, Human Learning, Differentiated Instruction, Higher Education, Instructional Strategies, Education Software and Technology, Cultural Diversity, Lifelong Learning, Curriculum Development, Visionary, Student Engagement, Adaptability, Collaboration

      4.7
      Rating, 4.7 out of 5 stars
      ·
      319 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Ethics in the Age of AI

      Skills you'll gain: Data Ethics, Predictive Modeling, OpenAI, Algorithms, Data Collection, Machine Learning, Predictive Analytics, Artificial Intelligence, Information Privacy, Game Theory, Large Language Modeling, Ethical Standards And Conduct, Personally Identifiable Information, Statistical Modeling, Analytical Skills, Analysis, Data Security, Business Ethics, Vulnerability Assessments, Risk Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      782 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Data Engineering, Big Data and ML on Google Cloud en Español

      Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Cloud Engineering, Data Lakes, Big Data, Dashboard, Cloud Infrastructure, Data Visualization, Real Time Data, Data Infrastructure, Data Warehousing, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Processing, Cloud Storage, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization Software, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      793 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      Universidad de los Andes

      Ciencia de datos​

      Skills you'll gain: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Classification And Regression Tree (CART), Data Quality, Data Science, Jupyter, Data Analysis, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Statistical Analysis, Regression Analysis, Applied Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      512 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      T

      The University of Sydney

      Problem-Solving Skills for University Success

      Skills you'll gain: Creative Problem-Solving, Problem Solving, Creative Thinking, Brainstorming, Analytical Skills, Critical Thinking, Cognitive flexibility, Complex Problem Solving, Research, Communication

      4.9
      Rating, 4.9 out of 5 stars
      ·
      1.6K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Spanish Vocabulary: Careers and Social Events

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

      4.7
      Rating, 4.7 out of 5 stars
      ·
      202 reviews

      Beginner · Course · 1 - 4 Weeks

    • B

      Board Infinity

      Quality Improvement and Management

      Skills you'll gain: Quality Management, Statistical Process Controls, Quality Management Systems, ISO 9000 Series, Quality Improvement, Customer experience improvement, Quality Assurance, Quality Control, Continuous Quality Improvement (CQI), Continuous Improvement Process, Process Improvement, Customer Insights, Key Performance Indicators (KPIs)

      4.3
      Rating, 4.3 out of 5 stars
      ·
      228 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Copenhagen

      The New Nordic Diet - from Gastronomy to Health

      Skills you'll gain: Nutrition and Diet, Cooking, Food and Beverage, Preventative Care, Public Health and Disease Prevention, Clinical Nutrition, Public Health, Environment, Child Health, Clinical Trials, Research Design

      4.6
      Rating, 4.6 out of 5 stars
      ·
      777 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Smart Analytics, Machine Learning, and AI on Google Cloud

      Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Tensorflow, Unstructured Data, Applied Machine Learning, Data Pipelines, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Machine Learning, Jupyter, Natural Language Processing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.2K reviews

      Intermediate · Course · 1 - 3 Months

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

    • Palo Alto Networks Cybersecurity Foundation: Palo Alto Networks
    • Advanced Prompt Engineering for Everyone: Vanderbilt University
    • Networking and Security Architecture with VMware NSX: VMware
    • New Learning: Principles and Patterns of Pedagogy : University of Illinois Urbana-Champaign
    • Ethics in the Age of AI: LearnQuest
    • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
    • Ciencia de datos​: Universidad de los Andes
    • Problem-Solving Skills for University Success: The University of Sydney
    • Spanish Vocabulary: Careers and Social Events: University of California, Davis
    • Quality Improvement and Management: Board Infinity

    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)

    Frequently Asked Questions about Unsupervised Learning

    Unsupervised learning is a type of AI-based machine learning that lets people get information from untargeted data sets. The machines find and manage unlabeled data so people are able to take advantage of complex tools, such as dimension reduction algorithms and clustering. The result of unsupervised learning is that users are able to identify patterns and results that emerge from a raw data set. Instead of entering a data set or goal, someone using unsupervised learning gets to let the data sets and patterns emerge to find the algorithm that makes the most sense.‎

    If you enjoy solving complex puzzles and detecting hidden information to answer questions, learning about unsupervised learning puts it within your grasp to identify and present data in a coherent, usable manner. Learning how tools like dimensionality reduction algorithms and clustering let you break raw data into subsets and categories or clusters that can be used to create models. This makes the information usable for decision-making purposes as well as for directing supervised AI to explore specific data subsets. The categorized information becomes more relevant, and the characteristics of data clusters become more recognizable.‎

    Data scientists and machine learning (AI) specialists are two career opportunities that can emerge from picking up the study of unsupervised learning. Before studying unsupervised learning, it helps to have Python programming knowledge and know the basics of calculus, data cleaning, probability, statistics, linear algebra, and exploratory data analysis because unsupervised learning builds upon these skills. You might work exclusively in the field of IBM machine learning strategies, or you may work in another field, such as engineering, customer market segmentation, data mining, or predictive analysis. Studying unsupervised learning helps you stay on top of developments in machine learning to stay relevant as well as advance in your career if you're already in the field.‎

    The online unsupervised learning courses on Coursera give you the knowledge and practical experience about machine learning so you're able to use tools like k-means clustering, cluster analysis, and principle component analysis (PCA) to apply unsupervised machine learning techniques in a business setting. Apply these new skills and newly learned information to real-life business situations. Our online unsupervised learning courses provide the information and opportunity for you to develop a skill set that helps you reach your career goals or earn college credits at your own pace, and on your own terms.‎

    Online Unsupervised Learning courses offer a convenient and flexible way to enhance your knowledge or learn new Unsupervised Learning skills. Choose from a wide range of Unsupervised Learning courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Unsupervised Learning, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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