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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


  • Status: New
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    EDUCBA

    Analyze Cost Allocation & Profitability Decisions

    Skills you'll gain: Variance Analysis, Cost Accounting, Management Accounting, Profit and Loss (P&L) Management, Cost Estimation, Operational Analysis, Resource Allocation, Cost Management, Performance Analysis, Decision Making

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Agentic AI Content for Practitioners (Teams: Finance)

    Skills you'll gain: Organizational Change, Agentic Workflows, Generative AI Agents, AI Integrations, Forecasting, Workflow Management, Predictive Analytics, Cash Management, Responsible AI, Performance Tuning, Fraud detection, Financial Regulation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    MonoGame: Build, Design & Showcase Games

    Skills you'll gain: Animation and Game Design, Video Game Development, Computer Graphics, Visualization (Computer Graphics), Graphics Software, 3D Assets, Game Design, Motion Graphics, Computer Graphic Techniques, Animations, Cross Platform Development, Development Environment, Software Installation, Build Tools, Content Management

    Mixed · Course · 1 - 4 Weeks

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    SkillUp

    Prep for Microsoft Azure Data Engineer Associate Cert DP-203

    Skills you'll gain: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage, Data Transformation, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Data Pipelines, Apache Spark, Encryption, Data Analysis, Real Time Data

    4.3
    Rating, 4.3 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    HubSpot Academy

    Lead Management with HubSpot

    Skills you'll gain: HubSpot CRM, Lead Generation, Sales Management, Prospecting and Qualification, Sales Development, Sales Process, Email Marketing, Customer Acquisition Management, Customer Relationship Management (CRM) Software, Marketing Automation, Management Reporting, Workflow Management, Prioritization, Performance Reporting, Performance Metric, Process Mapping, Dashboard, Service Level Agreement, Performance Measurement, Business Reporting

    3.6
    Rating, 3.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Modern Java - Mastering Features from Java 8 to Java 25

    Skills you'll gain: GitHub Copilot

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    EDUCBA

    Build DevOps CI/CD Pipelines with Jenkins and Ansible

    Skills you'll gain: Build Tools, Cloud Deployment, Amazon Web Services, Software Architecture, Configuration Management, Java

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    LLM Engineering That Works: Prompting, Tuning, and Retrieval

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Model Optimization, Model Deployment, Feature Engineering, Product Requirements, Prompt Engineering, Data Ethics, Prompt Patterns, LLM Application, Model Training, Kubernetes, AI Security, Systems Architecture, Large Language Modeling, Model Evaluation, PyTorch (Machine Learning Library), Apache Airflow, Data Pipelines, SQL

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Foundations of AI, LLMs, and Development Environments

    Skills you'll gain: OpenAI API, Generative Model Architectures, AI Integrations, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP), AI literacy

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Python and Rust with Linux Command Line Tools

    Skills you'll gain: Rust (Programming Language), Serverless Computing, Command-Line Interface, Amazon Web Services, Maintainability, Linux Commands, Unix Commands, Application Deployment, System Programming, Python Programming, Package and Software Management, Performance Tuning, Software Testing

    5
    Rating, 5 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Healthcare Strategy and Innovation

    Skills you'll gain: Health Informatics, Strategic Communication, Health Technology, Strategic Planning, Business Analysis Tools, Business Planning, Innovation, Telehealth, Organizational Strategy, Design Thinking, Business Strategies, Business Strategy, Strategic Leadership, Informatics, Health Care Administration, Emerging Technologies, Agile Methodology, Digital Transformation, User Centered Design

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Skillshare

    ChatGPT for Creatives: AI for SEO, Marketing & Workflow

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Copywriting, AI Personalization, AI Workflows, AI literacy, Blogs, Content Creation, Large Language Modeling, Writing and Editing, Social Media Content

    4.3
    Rating, 4.3 out of 5 stars
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    15 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Analyze Cost Allocation & Profitability Decisions: EDUCBA
  • Agentic AI Content for Practitioners (Teams: Finance): Coursera
  • MonoGame: Build, Design & Showcase Games: EDUCBA
  • Prep for Microsoft Azure Data Engineer Associate Cert DP-203: SkillUp
  • Lead Management with HubSpot: HubSpot Academy
  • Modern Java - Mastering Features from Java 8 to Java 25: Packt
  • Build DevOps CI/CD Pipelines with Jenkins and Ansible: EDUCBA
  • LLM Engineering That Works: Prompting, Tuning, and Retrieval: Coursera
  • Foundations of AI, LLMs, and Development Environments: Packt
  • Python and Rust with Linux Command Line Tools: Duke University

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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