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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: New
      New
      P

      Packt

      Developing RAG Apps with LlamaIndex and JS

      Skills you'll gain: Full-Stack Web Development, JavaScript Frameworks, Node.JS, Application Development, Data Maintenance, Restful API, Web Applications, Development Environment, Large Language Modeling, OpenAI, Generative AI, API Design, Application Deployment, Data Storage, Artificial Intelligence

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Blender Lighting & Compositing for Beginners

      Skills you'll gain: 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Virtual Environment

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Generative AI and its Impact on Cybersecurity

      Skills you'll gain: MITRE ATT&CK Framework, Generative AI, Cyber Threat Intelligence, Cyber Security Strategy, Cybersecurity, Threat Modeling, Computer Security, Cyber Attacks, Threat Detection, Artificial Intelligence, Anomaly Detection, Data Ethics, Information Privacy, Innovation

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Salesforce Certified AI Specialist Certification

      Skills you'll gain: Prompt Engineering, Salesforce, Data Ethics, Workflow Management, Customer Relationship Management, Generative AI, Artificial Intelligence, Business Process Automation, Predictive Modeling, Data Security, Data Modeling, Automation

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      U

      University of Copenhagen

      Tackling cardiometabolic diseases – insights from India

      Skills you'll gain: Chronic Diseases, Primary Care, Preventative Care, Long Term Care, Health Care, Health Disparities, Public Health and Disease Prevention, Medical Management, Healthcare Industry Knowledge, Health Equity, Health Systems, Care Management, Community Health, Patient Education And Counseling, Public Health, Nutrition and Diet, Clinical Nutrition, Education and Training

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Accelerate Terraform Development with GitHub Copilot and AI

      Skills you'll gain: Infrastructure as Code (IaC), Terraform, Development Environment, DevOps, Software Development Tools, GitHub, Program Development, Integrated Development Environments, Microsoft Visual Studio, Generative AI, Software Documentation

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      C

      Coursera

      Facebook Optimization: Grow Your Presence

      Skills you'll gain: Content Performance Analysis, Facebook, Marketing Analytics, Social Media Content, Social Media Marketing, Content Strategy, Online Advertising, Performance Metric, Business Metrics, Scalability, Revenue Management, Data-Driven Decision-Making

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      Design and Implement Processes and Communications

      Skills you'll gain: Azure DevOps, DevOps, Agile Methodology, Continuous Delivery, Collaborative Software, Process Driven Development, Microsoft Azure, Continuous Integration, Application Performance Management, Version Control

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      C# Object-Oriented Programming for Beginners in C# and .NET

      Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, C# (Programming Language), Programming Principles, .NET Framework

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Advanced Development, Deployment, and Cloud Integration

      Skills you'll gain: ASP.NET, Application Deployment, Microsoft Azure, Cloud Applications, Software Architecture, Scalability, Authentications, User Interface (UI), .NET Framework, Software Design, Maintainability, UI/UX Strategy, Model View Controller, Secure Coding, Application Servers, Microsoft SQL Servers, Database Development, Debugging, Data Validation

      Advanced · Course · 1 - 3 Months

    • Status: New
      New
      B

      Board Infinity

      Introduction to Continuous Improvement Process

      Skills you'll gain: Statistical Process Controls, ISO 9000 Series, Product Quality (QA/QC), Quality Management Systems, Quality Management, Quality Improvement, Customer experience improvement, Continuous Improvement Process, Process Improvement, Kaizen Methodology, Customer Insights, Data-Driven Decision-Making

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Networking Fundamentals and Protocols

      Skills you'll gain: OSI Models, Networking Hardware, Network Protocols, Network Architecture, Cloud Computing, Wireless Networks, General Networking, TCP/IP, Computer Networking, Local Area Networks, Virtual Private Networks (VPN), Network Routing, Network Switches, Network Security

      Intermediate · Course · 1 - 3 Months

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

    • Developing RAG Apps with LlamaIndex and JS: Packt
    • Blender Lighting & Compositing for Beginners : Packt
    • Generative AI and its Impact on Cybersecurity: Packt
    • Salesforce Certified AI Specialist Certification: Packt
    • Tackling cardiometabolic diseases – insights from India: University of Copenhagen
    • Accelerate Terraform Development with GitHub Copilot and AI: Packt
    • Facebook Optimization: Grow Your Presence: Coursera
    • Design and Implement Processes and Communications: Whizlabs
    • C# Object-Oriented Programming for Beginners in C# and .NET: Packt
    • Advanced Development, Deployment, and Cloud Integration: Packt

    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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