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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
      Status: Free Trial
      Free Trial
      S

      Snowflake

      Snowflake Generative AI

      Skills you'll gain: Prompt Engineering, Generative AI, Data Manipulation, OpenAI, Snowflake Schema, ChatGPT, Large Language Modeling, Application Deployment, Data Lakes, Data Warehousing, SQL, Natural Language Processing, Unstructured Data, Data Pipelines, Cloud Applications, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Artificial Intelligence

      4.8
      Rating, 4.8 out of 5 stars
      ·
      113 reviews

      Beginner · Professional Certificate · 1 - 3 Months

    • Status: New
      New
      W

      Whizlabs

      Exam Prep SC-200: Microsoft Security Operations Analyst

      Skills you'll gain: MITRE ATT&CK Framework, Endpoint Security, Cyber Threat Hunting, Cyber Threat Intelligence, Endpoint Detection and Response, Cloud Security, Threat Detection, Cyber Operations, Threat Management, Microsoft Copilot, Malware Protection, Security Information and Event Management (SIEM), Microsoft Azure, Vulnerability Management, Cloud Computing, Incident Response, Computer Security Incident Management, Azure Active Directory, Hybrid Cloud Computing, Incident Management

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      S

      Scrimba

      Learn Node.js

      Skills you'll gain: Node.JS, JSON, Server Side, Web Applications, Back-End Web Development, Web Servers, Application Programming Interface (API), Restful API, Javascript, Package and Software Management, Routing Protocols, Software Design Patterns, Maintainability, Servers

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Pontificia Universidad Católica del Perú

      Integrando PAIDEIA en tu curso

      Skills you'll gain: Learning Management Systems, Education Software and Technology, Virtual Environment, Content Management, System Configuration, User Interface (UI)

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      U

      Universidad Nacional de Colombia

      Programación con Python, nivel básico

      Skills you'll gain: Programming Principles, Pseudocode, Debugging, Algorithms, Computational Thinking, Computer Programming, Scripting Languages, Python Programming, Development Environment, Scripting

      Beginner · Course · 1 - 3 Months

    • U

      University of California San Diego

      Biology Meets Programming: Bioinformatics for Beginners

      Skills you'll gain: Bioinformatics, Programming Principles, Molecular Biology, Python Programming, Computational Thinking, Biology, Algorithms, Data Structures

      4.2
      Rating, 4.2 out of 5 stars
      ·
      1.6K reviews

      Beginner · Course · 1 - 4 Weeks

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

      Packt

      ASP.NET Core MVC [.NET 8] - The Complete Guide

      Skills you'll gain: ASP.NET, Model View Controller, .NET Framework, Application Deployment, Order Management, Authorization (Computing), Object-Relational Mapping, Data Store, User Accounts, Database Management, Authentications, Full-Stack Web Development, Order Processing, Web Development, User Interface and User Experience (UI/UX) Design, Microsoft Azure, User Interface (UI), Software Architecture, E-Commerce, Role-Based Access Control (RBAC)

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      G

      Google Cloud

      在 Google Cloud 打造生成式 AI 應用程式

      Skills you'll gain: Prompt Engineering, Generative AI, Application Deployment, Google Cloud Platform, Large Language Modeling, Cloud Applications, MLOps (Machine Learning Operations), Artificial Intelligence

      Intermediate · Course · 1 - 3 Months

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

      Packt

      Advanced Web Exploits, Python Scripting & Network Attacks

      Skills you'll gain: Penetration Testing, OSI Models, Open Web Application Security Project (OWASP), TCP/IP, Network Security, General Networking, Cybersecurity, Large Language Modeling, Prompt Engineering, Vulnerability Assessments, Web Applications, Scripting, Generative AI, Python Programming, SQL, MySQL

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      Dassault Systèmes

      SOLIDWORKS 3D CAD for Education

      Skills you'll gain: SolidWorks (CAD), Assembly Drawing, Computer-Aided Design, 3D Modeling, Drafting and Engineering Design, Mechanical Design, Mechanical Drawings, Engineering Design Process, Product Family Engineering, Design Software, Technical Design

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      Dassault Systèmes

      SOLIDWORKS Feature Patterns and Sweeps

      Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Product Family Engineering, Technical Design

      Beginner · Course · 1 - 4 Weeks

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

      Whizlabs

      Exam Prep AZ-400: Microsoft DevOps Engineer Expert

      Skills you'll gain: CI/CD, Authorization (Computing), Package and Software Management, Infrastructure as Code (IaC), Azure DevOps, Continuous Delivery, Authentications, Application Deployment, Continuous Integration, DevSecOps, DevOps, Security Controls, Continuous Deployment, Performance Tuning, Git (Version Control System), Agile Methodology, Identity and Access Management, Version Control, Microsoft Azure, Collaborative Software

      Advanced · Specialization · 1 - 3 Months

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    1…414243…406

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

    • Snowflake Generative AI: Snowflake
    • Exam Prep SC-200: Microsoft Security Operations Analyst: Whizlabs
    • Learn Node.js: Scrimba
    • Integrando PAIDEIA en tu curso: Pontificia Universidad Católica del Perú
    • Programación con Python, nivel básico: Universidad Nacional de Colombia
    • Biology Meets Programming: Bioinformatics for Beginners: University of California San Diego
    • ASP.NET Core MVC [.NET 8] - The Complete Guide: Packt
    • 在 Google Cloud 打造生成式 AI 應用程式: Google Cloud
    • Advanced Web Exploits, Python Scripting & Network Attacks: Packt
    • SOLIDWORKS 3D CAD for Education: Dassault Systèmes

    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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