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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

    Build a Developer Portfolio with SvelteKit & Sanity CMS

    Skills you'll gain: Responsive Web Design, UI Components, Code Reusability, Web Development Tools, Web Applications, Web Design, Front-End Web Development, Content Management Systems, Full-Stack Web Development, Frontend Integration, Back-End Web Development, Application Deployment, Cloud Deployment, Content Management, Data Management

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Microsoft Fabric Data Engineer: DP-700 Exam Prep

    Skills you'll gain: Data Architecture, Real Time Data, Data Lakes, Capacity Management, Data Pipelines, PySpark, Transact-SQL, Apache Spark, Data Transformation, Data Security, Event Monitoring, Microsoft Copilot, Continuous Monitoring, Data Analysis, Workflow Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Warehouse Operations, Warehouse Management

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Automate R scripts with GitHub Actions: Deploy a model

    Skills you'll gain: Model Deployment, Analytics, R Programming, Scripting, Google Sheets, Email Automation, Tidyverse (R Package), Predictive Modeling, Automation, Data Manipulation, Health Technology, GitHub, Gmail, Git (Version Control System), Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

  • 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, Code Reusability

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Apply AI Techniques & Prescriptives

    Skills you'll gain: Operations Research, Strategic Decision-Making, Decision Intelligence, Generative AI, Business Analytics, Advanced Analytics, Analytics, Process Optimization, Applied Machine Learning, Predictive Analytics, Artificial Intelligence, Decision Making, Performance Analysis, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of RMAN Backup and Recovery

    Skills you'll gain: Oracle Databases, Disaster Recovery, Database Architecture and Administration, Database Management, Product Automation, System Configuration, Data Storage, System Monitoring, Virtual Machines, Command-Line Interface, Software Installation

    Intermediate · Course · 1 - 3 Months

  • S

    Special Competitive Studies Project

    AI in Global Competition: The Defense Dimension

    Skills you'll gain: Risk Analysis

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    CompTIA Linux+ XK0-005: Unit 2

    Skills you'll gain: Linux Administration, User Accounts, Operating System Administration, Linux, Unix, Linux Servers, Linux Commands, User Provisioning, File Systems, Systems Administration, Authorization (Computing), Security Controls, Data Storage, Identity and Access Management, File Management, System Configuration, Operating Systems, Data Storage Technologies

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Advanced Prompt Caching and Response Optimization

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Token Optimization, LLM Application, Application Development, Artificial Intelligence, Model Optimization, AI Workflows, Network Routing

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Sentinel Skills

    Skills you'll gain: Security Information and Event Management (SIEM), Threat Detection, Microsoft Azure, Anomaly Detection, Cyber Threat Intelligence, Cloud Deployment, Security Management, Role-Based Access Control (RBAC), Incident Response, Configuration Management, Data Integration

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Generative AI Foundations for Absolute Beginners

    Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Data Ethics, Large Language Modeling, Artificial Intelligence, AI literacy, Machine Learning, Artificial Neural Networks, Deep Learning, Model Training

    Beginner · Course · 1 - 3 Months

  • S

    Skillshare

    Modern Frontend Web Development: HTML & CSS Foundations

    Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Front-End Web Development, Web Design, Maintainability, Web Development, Full-Stack Web Development, Computer Programming, Semantic Web, Web Content Accessibility Guidelines, Design Elements And Principles

    Beginner · Course · 1 - 4 Weeks

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

  • Build a Developer Portfolio with SvelteKit & Sanity CMS: Packt
  • Microsoft Fabric Data Engineer: DP-700 Exam Prep: Edureka
  • Automate R scripts with GitHub Actions: Deploy a model: Coursera
  • C# Object-Oriented Programming for Beginners in C# and .NET: Packt
  • Apply AI Techniques & Prescriptives: Coursera
  • Foundations of RMAN Backup and Recovery: Packt
  • AI in Global Competition: The Defense Dimension: Special Competitive Studies Project
  • CompTIA Linux+ XK0-005: Unit 2: Pearson
  • Advanced Prompt Caching and Response Optimization: Amazon Web Services
  • Microsoft Sentinel Skills: 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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