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  • Unsupervised Learning

Unsupervised Learning Courses

Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Popular Unsupervised Learning Courses and Certifications


  • U

    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Analytics, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning

    4.5 stars, 75 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (75) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Big Goals: A Science-Based Guide to Success

    Skills you'll gain: Goal Setting, Decision Making, Persistence, Productivity, Self-Motivation, Brainstorming, Decision Intelligence, Ideation, Growth Mindedness, Resilience, Behavioral Economics, Strategic Decision-Making, Personal Development, Performance Management, Motivational Skills, Industrial and Organizational Psychology, Prioritization, Leadership, Leadership Development, Psychology

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    Java Concurrency, Performance, and Networking

    Skills you'll gain: Java Programming, Java, Performance Tuning, Memory Management, Web Servers, Web Applications, Server Side, Computer Networking, TCP/IP, OS Process Management, Context Management, Software Development, Encryption, Network Protocols, Scalability, Maintainability

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Business Data with Power BI & DAX

    Skills you'll gain: Data Analysis Expressions (DAX), Dashboard Creation, Power BI, Gross Profit, Dashboard, Data Modeling, Data Import/Export, Interactive Data Visualization, People Analytics, Data Analysis, Data Cleansing, Business Reporting, Market Data, Data Transformation, Data-Driven Decision-Making, Case Studies, Data Wrangling, Business Intelligence, Data Manipulation, Business Analysis

    4.8 stars, 38 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (38) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    ADHD: Everyday Strategies for Elementary Students

    Skills you'll gain: School Psychology, Psychological Evaluations, Classroom Management, Teaching, Behavioral Management, Developmental Disabilities, Instructional Strategies, Psychiatric Assessments, Parent Communication, Mental and Behavioral Health, Behavior Management, Positive Behavior Support, Functional Behavior Assessment, Working With Children, Clinical Assessment, Mental Health Diseases and Disorders, Treatment Planning, Child Development, Planning, Communication

    4.7 stars, 2.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (2.4K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado System

    Cybersecurity for Business

    Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Open Web Application Security Project (OWASP), Incident Response, Penetration Testing, Risk Analysis, Metasploit, Distributed Denial-Of-Service (DDoS) Attacks, Cybersecurity, Data Security, Authentications, Security Testing, Cloud Security, Security Strategy, Threat Management, Incident Management, Risk Management, Cyber Attacks, Security Awareness, Vulnerability Assessments

    4.7 stars, 1.9K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.9K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to ASP.NET Core Web API

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Linux Virtualization, Cloud, and Infrastructure Automation

    Skills you'll gain: Ansible, Kubernetes, Cloud Infrastructure, Linux Administration, Cloud Standards, Cloud Computing Architecture, Docker (Software), Public Cloud, Linux Servers, Containerization, Infrastructure as Code (IaC), Cloud Services, Infrastructure As A Service (IaaS), Virtual Machines, Linux, Cloud Computing, Operating System Administration, Linux Commands, Systems Administration, System Support

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    PSM II Scrum Master Certification - Advanced Preparation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Optimizing, Deploying, and Scaling ASP.NET Core Web APIs

    Skills you'll gain: ASP.NET, Azure DevOps Pipelines, Docker (Software), CI/CD, Containerization, Restful API, Application Programming Interface (API), Software Documentation, Cloud-Native Computing, Azure DevOps, .NET Framework, Software Architecture, Microservices, Continuous Deployment, Application Deployment, Data Validation, Application Performance Management, Maintainability, Verification And Validation, Web Development

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    Universidad Austral

    Aprende a programar con Python

    Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Object Oriented Programming (OOP), Database Design, Debugging, File I/O, Data Structures, Python Programming, JSON, Computer Programming, Programming Principles, Software Installation, Package and Software Management

    4.5 stars, 2.3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (2.3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pearson

    Decision Making and Motivation

    Skills you'll gain: Organizational Effectiveness, Business Ethics, Decision Making, Employee Engagement, Motivational Skills, Employee Performance Management, Ethical Standards And Conduct, Strategic Decision-Making, Performance Review, Team Motivation, People Analytics, Drive Engagement, Behavioral Management, Job Analysis, Recognizing Others, Job Evaluation, Productivity, Goal Setting

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular unsupervised learning courses

  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
  • Big Goals: A Science-Based Guide to Success: John Wiley & Sons
  • Java Concurrency, Performance, and Networking: Packt
  • Analyze Business Data with Power BI & DAX: EDUCBA
  • ADHD: Everyday Strategies for Elementary Students: University at Buffalo
  • Cybersecurity for Business: University of Colorado System
  • Introduction to ASP.NET Core Web API: Packt
  • Linux Virtualization, Cloud, and Infrastructure Automation: Packt
  • PSM II Scrum Master Certification - Advanced Preparation: Packt
  • Optimizing, Deploying, and Scaling ASP.NET Core Web APIs: 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)

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