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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


  • W

    Whizlabs

    Exam Prep SC-100: Microsoft Cybersecurity Architect Expert

    Skills you'll gain: Microsoft Azure, User Provisioning, Cloud Security, Azure Active Directory, Data Governance, DevSecOps, Data Management, IT Security Architecture, Security Information and Event Management (SIEM), Identity and Access Management, Microsoft 365, Endpoint Security, Zero Trust Network Access, Role-Based Access Control (RBAC), Multi-Factor Authentication, Authorization (Computing), Hybrid Cloud Computing, Microsoft Copilot, Encryption, Authentications

    Advanced · Specialization · 1 - 3 Months

  • U

    University of California, Santa Barbara

    Contracts and Commercial Agreements

    Skills you'll gain: Commercial Laws, Contract Review, Vendor Contracts, Contract Compliance, Legal Risk, Law, Regulation, and Compliance

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Advanced Healthcare Analytics

    Skills you'll gain: Model Training, Decision Intelligence, Clinical Documentation, Health Informatics, Predictive Modeling, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Medical Privacy, Large Language Modeling, Logistic Regression, Computer Vision, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize AI: Build Reusable Model Pipelines

    Skills you'll gain: Model Optimization, Model Deployment, AI Workflows, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Gen AI - RAG Application Development using LlamaIndex

    Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Prompt Patterns, Tool Calling, Generative AI Agents, Prompt Engineering Tools, Embeddings, Agentic systems, Application Development, Query Languages, Data Pipelines, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Launch a Website to Azure with Azure App Service

    Skills you'll gain: Cloud Development, Microsoft Azure, Cloud Applications, Cloud Deployment, Cloud Hosting, Continuous Deployment, Application Deployment, Microsoft Development Tools, ASP.NET, Platform As A Service (PaaS), Development Environment, Containerization, Docker (Software), Web Applications, Microsoft Visual Studio, Integrated Development Environments, Scalability

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Foundations of Agent-Based AI Systems

    Skills you'll gain: Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, System Design and Implementation, Unified Modeling Language, Performance Metric, Performance Measurement, Requirements Analysis, Performance Analysis, Model Evaluation, Prototyping, Stakeholder Communications, Stakeholder Engagement, Benchmarking

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Intermediate iOS Development with Swift Core Features

    Skills you'll gain: iOS Development, Application Design, Secure Coding

    Intermediate · Course · 1 - 3 Months

  • J

    JetBrains

    Python: Mastering NumPy Essentials

    Skills you'll gain: NumPy, Python Programming, Linear Algebra, Numerical Analysis, Data Manipulation, Data Processing, Integrated Development Environments, Data Science, Data Management, Software Development Tools, Software Development, Machine Learning, Engineering, Scientific, and Technical Instruments

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Introduction to Social Computing

    Skills you'll gain: Responsible AI, Social Media Analytics, Social Network Analysis, Data Ethics, Driving engagement, Social Impact, Behavioral Economics, Network Analysis, Game Design, Digital Analysis, AI literacy, Social Sciences, Systems Thinking, Research, Psychology

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Build and Test Java Applications Using TestNG

    Skills you'll gain: Java Programming, Java, Object Oriented Design, Data Validation, Test Script Development, Object Oriented Programming (OOP), Test Automation, Application Design, Application Development, Software Testing, Test Case, Data Modeling, Verification And Validation, User Interface (UI), Business Logic, Maintainability, Data Integrity

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Python and Statistics Foundations

    Skills you'll gain: Plot (Graphics), Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Statistical Methods, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability, Python Programming

    Beginner · Course · 1 - 4 Weeks

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

  • Exam Prep SC-100: Microsoft Cybersecurity Architect Expert: Whizlabs
  • Contracts and Commercial Agreements: University of California, Santa Barbara
  • Advanced Healthcare Analytics: SkillUp
  • Optimize AI: Build Reusable Model Pipelines: Coursera
  • Gen AI - RAG Application Development using LlamaIndex: Packt
  • Launch a Website to Azure with Azure App Service: Microsoft
  • Foundations of Agent-Based AI Systems: LearnQuest
  • Apply Intermediate iOS Development with Swift Core Features: EDUCBA
  • Python: Mastering NumPy Essentials: JetBrains
  • Introduction to Social Computing: Johns Hopkins 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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