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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


  • P

    Packt

    Scalable Application Development with NestJS

    Skills you'll gain: Node.JS, Microservices, Performance Tuning, CI/CD, DevOps, Scalability, Restful API, Software Architecture, Systems Architecture, Server Side, Secure Coding, Application Deployment, Back-End Web Development, Development Testing, Security Testing, Continuous Integration, Application Performance Management, Javascript, Program Development, Program Implementation

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Gen AI Foundational Models for NLP & Language Understanding

    Skills you'll gain: PyTorch (Machine Learning Library), Large Language Modeling, Embeddings, Generative AI, Natural Language Processing, Generative Model Architectures, Transfer Learning, Model Optimization, Responsible AI, Data Ethics, Text Mining, Model Training, Artificial Neural Networks, Classification Algorithms, Model Evaluation, Feature Engineering

    4.4 stars, 211 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (211) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Accounting All-in-One For Dummies

    Skills you'll gain: Financial Statement Analysis, Bookkeeping, Ledgers (Accounting), Financial Reporting, Financial Acumen, Financial Statements, Financial Analysis, Payroll, Payroll Processing, Financial Accounting, Auditing, Annual Reports, Business Reporting, Cash Flows, Capital Budgeting, Business Planning, Internal Controls, Accounting, Budgeting, Planning

    Beginner · Specialization · 3 - 6 Months

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

    Packt

    Node.js Patterns: Streams, Design Patterns, and Testing

    Skills you'll gain: Node.JS, Dataflow, Unit Testing, Data Pipelines, Test Script Development, Test Automation, Software Design Patterns, Code Reusability, Maintainability, Software Testing, Software Architecture, Middleware, Test Tools, Development Testing, System Testing, Test Engineering, Scalability, Microservices, Web Development, Javascript

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Network Virtualization & SDN: Secure & Automate OpenFlow

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Administration, Network Switches, Network Planning And Design, Network Security, Network Troubleshooting, Network Performance Management, Security Controls, IT Automation, Automation, Network Analysis, Event-Driven Programming, Cryptographic Protocols, Python Programming, IT Management, Pandas (Python Package)

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of California, Davis

    Optimizing a Website for Google Search

    Skills you'll gain: Search Engine Optimization, Content Optimization, Web Analytics and SEO, Keyword Research, Content Development and Management, Content Strategy, Competitive Analysis, Web Content, Content Performance Analysis, Performance Measurement, Marketing, A/B Testing, Campaign Management, Key Performance Indicators (KPIs), Client Services, Content Marketing, Web Analytics, Forecasting, Performance Reporting, Expectation Management

    4.7 stars, 1.7K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (1.7K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Project Management with ChatGPT - A Practical Guide

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Patterns, ChatGPT, Multimodal Prompts, Project Management Software, Project Risk Management, Workflow Management, Project Controls, Generative AI, Risk Control, Administrative Support, Project Management, Risk Management, AI literacy, Decision Intelligence, Risk Analysis, Market Intelligence, Decision Making, Customer Service

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Web App Security & Real-World Penetration Testing Strategies

    Skills you'll gain: Penetration Testing, Exploitation techniques, Vulnerability Assessments, Cyber Security Assessment, Security Testing, Vulnerability Scanning, Risk Mitigation, Application Security, Test Tools, Authentications, Authorization (Computing), Web Applications, Remote Access Systems, Continuous Monitoring, Security Controls, Event Monitoring, Web Servers, Virtualization, Identity and Access Management, Linux

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Northwestern University

    The Importance of Listening

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

    4.7 stars, 1.6K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (1.6K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Vibe Coding: Build Full-Stack AI Apps Without Writing Code

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Claude Code, Vibe coding, Large Language Modeling, Full-Stack Web Development, Back-End Web Development, Debugging, Front-End Web Development, Application Deployment, Application Design, Server Side, AI Integrations, Web Applications, AI Personalization, Software Architecture, Business Logic, Test Driven Development (TDD), Product Design

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Introduction to Basic Game Development using Scratch

    Skills you'll gain: Event-Driven Programming, Debugging, Programming Principles, Algorithms, Video Game Development, Computer Programming Tools, Game Design, Computer Programming, Program Development, Animation and Game Design, Interactive Design, Computer Science

    4.5 stars, 1.5K reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (1.5K) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • S

    Skillshare

    Geometry Nodes for Beginners in Blender

    Skills you'll gain: Network Model, 3D Assets, 3D Modeling, Visualization (Computer Graphics), Computer Graphics, Graphical Tools, Computer Graphic Techniques, Dataflow, Scalability, Debugging

    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

  • Scalable Application Development with NestJS: Packt
  • Gen AI Foundational Models for NLP & Language Understanding: IBM
  • Accounting All-in-One For Dummies: John Wiley & Sons
  • Node.js Patterns: Streams, Design Patterns, and Testing: Packt
  • Network Virtualization & SDN: Secure & Automate OpenFlow: Coursera
  • Optimizing a Website for Google Search: University of California, Davis
  • Project Management with ChatGPT - A Practical Guide: Packt
  • Web App Security & Real-World Penetration Testing Strategies: Packt
  • The Importance of Listening: Northwestern University
  • Vibe Coding: Build Full-Stack AI Apps Without Writing Code: 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)

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