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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


  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Italiano

    Skills you'll gain: Data Ethics, Responsible AI, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Machine Learning, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Українська

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Generative AI, Google Cloud Platform, Federated Learning, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Ethics, Cloud Security, Data Security, Data Loss Prevention, Encryption

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - 繁體中文

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Google Cloud Platform, Machine Learning, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit

    Skills you'll gain: Core Data (Software), iOS Development, UI Components, Data Store, Payment Systems, Maintainability, User Interface and User Experience (UI/UX) Design, Software Design

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    UI Components, Snippets & Theming

    Skills you'll gain: Swift Programming, UI Components, Apple iOS, iOS Development, Mobile Development, Apple Xcode, Responsive Web Design, User Interface (UI) Design, User Interface (UI), Code Reusability, Interactive Design, Algorithms, Software Design, Animations, Software Design Patterns, Data Modeling

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Model Training, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Computer Vision, Deep Learning, Reinforcement Learning, Data Storytelling, Natural Language Processing, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Logistic Regression, Financial Data, Marketing Analytics, Environmental Management Systems, Data-Driven Decision-Making, Transfer Learning, Descriptive Analytics, Data Presentation

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    AI Infrastructure: ストレージ オプション

    Skills you'll gain: Google Cloud Platform, Data Infrastructure, Cloud Infrastructure, Cloud Storage, Data Storage, Cloud Services, Model Deployment, Model Training, Data Storage Technologies, Data Processing, Data Preprocessing, Kubernetes, Data Pipelines, MLOps (Machine Learning Operations), Data Management, Capacity Management, File Systems

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Applied Fundamentals: Guess the Number

    Skills you'll gain: Python Programming, Program Development, Game Design, Code Reusability, Computer Programming, Programming Principles, Functional Design, Development Environment, Computational Logic, Building Codes

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Mastering 3D Pathfinding with Octree

    Skills you'll gain: Spatial Analysis, C# (Programming Language)

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    B

    Birla Institute of Technology & Science, Pilani

    Cryptography

    Skills you'll gain: Cryptographic Protocols, Cybersecurity, Email Security, Security Software, Firewall, Data Integrity

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, Unsupervised Learning, LLM Application, Cloud-Native Computing, Computer Vision, Reinforcement Learning, Data Storytelling, Classification Algorithms, Site Reliability Engineering, Deep Learning, Natural Language Processing, Project Management Institute (PMI) Methodology, Biomedical Engineering, Artificial Intelligence, Financial Data, Marketing Analytics, Systems Thinking, Cloud Deployment

    Earn a degree

    Degree · 1 - 4 Years

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

  • Responsible AI for Developers: Interpretability & Transparency - Italiano: Google Cloud
  • Responsible AI for Developers: Privacy & Safety - Українська: Google Cloud
  • Responsible AI for Developers: Fairness & Bias - 繁體中文: Google Cloud
  • iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit: Packt
  • UI Components, Snippets & Theming: Packt
  • Data Science Graduate Certificate: University of Colorado Boulder
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • AI Infrastructure: ストレージ オプション: Google Cloud
  • Applied Fundamentals: Guess the Number: Packt
  • Mastering 3D Pathfinding with Octree: 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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