• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Dimensionality Reduction
    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Results for "dimensionality reduction"

    • Status: Free Trial
      Free Trial
      U

      UniversitĆ  di Napoli Federico II

      Machine Learning e Data MiningĀ in R

      Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, Artificial Neural Networks, Machine Learning, Exploratory Data Analysis, Data Mining, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Statistical Analysis, Data Visualization Software, Data Manipulation

      4.9
      Rating, 4.9 out of 5 stars
      Ā·
      9 reviews

      Intermediate Ā· Course Ā· 1 - 4 Weeks

    • C

      Coursera Project Network

      Product Recommender System: OpenAI Text Embedding

      Skills you'll gain: AI Personalization, Data Analysis, Generative AI, Exploratory Data Analysis, OpenAI, Data Manipulation, Text Mining, Pandas (Python Package), Applied Machine Learning, Interactive Data Visualization, Python Programming, Scikit Learn (Machine Learning Library), Dimensionality Reduction, NumPy

      Intermediate Ā· Guided Project Ā· Less Than 2 Hours

    • C

      Coursera Instructor Network

      GenAI for Project Managers: Scaling with GenAI

      Skills you'll gain: Innovation, Project Management, Project Management Life Cycle, Generative AI, Cost Reduction, Collaborative Software, Project Planning, Resource Allocation, Productivity Software, Process Improvement, Risk Management, Automation, Artificial Intelligence, Predictive Analytics

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      10 reviews

      Intermediate Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Art and Science of Machine Learning em PortuguĆŖs Brasileiro

      Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Performance Tuning, Dimensionality Reduction, Google Cloud Platform, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      15 reviews

      Intermediate Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      H

      Howard University

      Capstone: Data Science Problem in Linear Algebra Framework

      Skills you'll gain: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Predictive Modeling, Statistical Modeling, Data Analysis, Linear Algebra

      4.4
      Rating, 4.4 out of 5 stars
      Ā·
      8 reviews

      Mixed Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      O

      O.P. Jindal Global University

      Unsupervised Learning and Its Applications in Marketing

      Skills you'll gain: Anomaly Detection, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Marketing Analytics, Data Mining, Customer Insights, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Methods, Scikit Learn (Machine Learning Library), Marketing, Unstructured Data, Statistical Machine Learning, Target Audience, Python Programming, Market Analysis, Exploratory Data Analysis, Data-Driven Decision-Making, Algorithms

      Beginner Ā· Course Ā· 1 - 3 Months

    • B

      Ball State University

      Statistical Methods for Data Science

      Skills you'll gain: Statistical Inference, Probability, Statistics, Statistical Methods, Statistical Modeling, Probability Distribution, Statistical Hypothesis Testing, Bayesian Statistics, Statistical Analysis, Data Science, R Programming, Sampling (Statistics), Simulations, Descriptive Statistics

      Build toward a degree

      Intermediate Ā· Course Ā· 1 - 3 Months

    • U

      Universidades AnƔhuac

      Bienestar para el Desarrollo Personal y Profesional

      Skills you'll gain: Self-Awareness, Personal Development, Human Development, Behavioral Health, Mental Health, Preventative Care, Resilience, Nutrition and Diet, Stress Management, Public Health and Disease Prevention, Emotional Intelligence, Mental and Behavioral Health, Chronic Diseases, World History

      Beginner Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Advanced Semantic Processing

      Skills you'll gain: Semantic Web, Natural Language Processing, Data Processing, Text Mining, Applied Machine Learning, Unsupervised Learning, Dimensionality Reduction, Feature Engineering, Statistical Methods, Supervised Learning, Classification And Regression Tree (CART), Linear Algebra, Artificial Neural Networks

      Intermediate Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Foundation Systems, Monitoring and Erection Methods

      Skills you'll gain: Construction Engineering, Structural Engineering, Construction, Civil Engineering, Engineering Practices, Construction Inspection, Engineering Analysis, Structural Analysis, Engineering Design Process, Engineering, Engineering Calculations, Maintenance, Repair, and Facility Services, Facility Repair And Maintenance, Continuous Monitoring, Failure Analysis, Environmental Monitoring

      Advanced Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Art and Science of Machine Learning ę—„ęœ¬čŖžē‰ˆ

      Skills you'll gain: Tensorflow, Artificial Neural Networks, Applied Machine Learning, Performance Tuning, Deep Learning, Machine Learning, Dimensionality Reduction, Google Cloud Platform, Financial Analysis

      4.4
      Rating, 4.4 out of 5 stars
      Ā·
      10 reviews

      Intermediate Ā· Course Ā· 1 - 3 Months

    • P

      Packt

      Clustering and Classification with Machine Learning in R

      Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, Tidyverse (R Package), Machine Learning, Data Science, Ggplot2, Exploratory Data Analysis, Classification And Regression Tree (CART), Feature Engineering, Random Forest Algorithm, Data Processing, Statistical Programming, Predictive Modeling, Data Manipulation, Regression Analysis

      Beginner Ā· Course Ā· 1 - 3 Months

    1…343536…40

    In summary, here are 10 of our most popular dimensionality reduction courses

    • Machine Learning e Data MiningĀ in R:Ā UniversitĆ  di Napoli Federico II
    • Product Recommender System: OpenAI Text Embedding :Ā Coursera Project Network
    • GenAI for Project Managers: Scaling with GenAI:Ā Coursera Instructor Network
    • Art and Science of Machine Learning em PortuguĆŖs Brasileiro:Ā Google Cloud
    • Capstone: Data Science Problem in Linear Algebra Framework:Ā Howard University
    • Unsupervised Learning and Its Applications in Marketing:Ā O.P. Jindal Global University
    • Statistical Methods for Data Science:Ā Ball State University
    • Bienestar para el Desarrollo Personal y Profesional:Ā Universidades AnĆ”huac
    • Advanced Semantic Processing:Ā Packt
    • Foundation Systems, Monitoring and Erection Methods:Ā L&T EduTech

    Other topics to explore

    Arts and Humanities
    338 courses
    Business
    1095 courses
    Computer Science
    668 courses
    Data Science
    425 courses
    Information Technology
    145 courses
    Health
    471 courses
    Math and Logic
    70 courses
    Personal Development
    137 courses
    Physical Science and Engineering
    413 courses
    Social Sciences
    401 courses
    Language Learning
    150 courses

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrackĀ® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    Ā© 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok