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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


  • U

    Universidad de los Andes

    Maestría en Ingeniería de Software

    Skills you'll gain: User Story, Supervised Learning, LLM Application, Test Automation, Design Thinking, Cloud-Native Computing, Unsupervised Learning, Process Analysis, Organizational Strategy, Data Storytelling, Classification Algorithms, Kotlin, Dashboard, Deep Learning, Stakeholder Management, Technology Strategies, Site Reliability Engineering, Security Requirements Analysis, API Design, Software As A Service

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Utiliser des notebooks dans Vertex AI

    Skills you'll gain: Jupyter, Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • 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

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Marketing Analytics, Statistical Machine Learning, Predictive Analytics, Financial Data, Interactive Data Visualization, Data Preprocessing, Marketing Management, Marketing Operations, Transfer Learning, Analytics, Financial Statement Analysis, Data Cleansing, Random Forest Algorithm, Operations Research, Model Optimization

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Colorado Boulder

    Industrial Internet of Things Graduate Certificate

    Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Machine Learning Methods, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Control Systems, Embedded Software, Internet Of Things, Machine Controls, User Interface (UI), Engineering, Scientific, and Technical Instruments, Embedded Systems

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • I

    IIT Roorkee

    Executive MBA

    Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Succession Planning, Material Requirements Planning, Capital Budgeting, Business Process Management, Management Accounting, Working Capital, Statistical Process Controls, Product Management, Marketing Management, Cash Management, Revenue Management

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Infrastruktur AI: TPU Cloud

    Skills you'll gain: Model Optimization, Cloud Infrastructure, Google Cloud Platform, Model Training, AI Workflows, Performance Tuning, Interoperability, Hardware Architecture

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Digital Signal Processing, Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Machine Learning Methods, Computer Vision, Deep Learning, Recurrent Neural Networks (RNNs), Machine Learning, Statistical Machine Learning, Hardware Design, Image Analysis, Engineering, Scientific, and Technical Instruments, Text Mining, Electrical Engineering, Student Services, Student Support and Services

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Test Automation, Version Control, Software Testing, Unified Modeling Language, Agile Software Development, Software Architecture, Test Script Development, Git (Version Control System), Maintainability, Software Design Patterns, JavaScript Frameworks, Usability, Cucumber (Software), Agile Methodology, Application Frameworks, Unit Testing, Web Content Accessibility Guidelines, Software Design, Application Design

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Turning Ideas into Sustainable Results

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Storytelling, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Dimensionality Reduction, Data Visualization, Statistical Visualization, Supervised Learning, Data Preprocessing, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming

    Earn a degree

    Degree · 1 - 4 Years

  • B

    Ball State University

    Master of Science in Computer Science

    Skills you'll gain: Data Ethics, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Full-Stack Web Development, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, File I/O

    Earn a degree

    Degree · 1 - 4 Years

1…802803804805

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

  • Maestría en Ingeniería de Software: Universidad de los Andes
  • Utiliser des notebooks dans Vertex AI: Google Cloud
  • Applied Fundamentals: Guess the Number: Packt
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Industrial Internet of Things Graduate Certificate: University of Colorado Boulder
  • Executive MBA: IIT Roorkee
  • Infrastruktur AI: TPU Cloud: Google Cloud
  • Master of Engineering in Computer Engineering: Dartmouth College
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Turning Ideas into Sustainable Results: Microsoft

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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