• 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"

    • P

      Packt

      Regression Analysis for Statistics & Machine Learning in R

      Skills you'll gain: Regression Analysis, Data Cleansing, R Programming, Applied Machine Learning, Statistical Analysis, Data Manipulation, Statistical Machine Learning, Classification And Regression Tree (CART), Tidyverse (R Package), Advanced Analytics, Statistical Modeling, Random Forest Algorithm, Data Transformation, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      N

      National Academy of Sports Medicine

      Nutrition for Optimal Mental Health

      Skills you'll gain: Mental Concentration, Nutrition and Diet, Nutrition Education, Mental Health, Lifelong Learning, Stress Management, Clinical Nutrition

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Mastering Machine Learning Algorithms using Python

      Skills you'll gain: Dimensionality Reduction, Exploratory Data Analysis, Unsupervised Learning, Deep Learning, Random Forest Algorithm, Data Manipulation, Python Programming, Probability & Statistics, Pandas (Python Package), Data Science, Statistical Analysis, Data Processing, Predictive Modeling, NumPy, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Machine Learning Algorithms, Machine Learning, Regression Analysis

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Alberta

      Cognitive Vitality in a Dynamic Workplace

      Skills you'll gain: Mental Health, Crisis Management, Occupational Safety And Health, Human Resource Policies, Safety Culture, Employee Engagement, Stress Management, Active Listening, Communication, Resilience, Empathy, Compassion, Diversity and Inclusion, Self-Awareness, Mindfulness

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      U

      Universitat Autònoma de Barcelona

      Sobrevive a tu doctorado con salud y éxito

      Skills you'll gain: Productivity, Time Management, Mindfulness, Prioritization, Positivity, Stress Management, Personal Development, Emotional Intelligence, Professionalism, Persistence, Communication, Resilience, Student Support and Services, Self-Awareness, Adaptability, Dealing With Ambiguity

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Methods in Machine Learning Applications

      Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Statistical Machine Learning, Advanced Analytics, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Supervised Learning

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Alberta

      Emotional Vitality in a Dynamic Workplace

      Skills you'll gain: Recognizing Others, Conflict Management, Emotional Intelligence, Social Skills, Stress Management, Empathy, Self-Awareness, Personal Development, Resilience, Collaboration, Relationship Building, Mindfulness, Leadership, Training Programs, Policy Development, Constructive Feedback, Active Listening

      Beginner · Course · 1 - 3 Months

    • U

      Universidad Nacional de Colombia

      Learning from the experiences of caregivers with chronic conditions

      Skills you'll gain: Caregiving, Critical Thinking, Home Health Care, Complex Problem Solving, Care Management, Chronic Diseases, Patient Evaluation, Organizational Skills, Self-Awareness, Emotional Intelligence, Stress Management, Mental Health

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      U

      Universidades Anáhuac

      Psicología Positiva: La Ciencia de la Felicidad

      Skills you'll gain: Optimism, Resilience, Personal Development, Growth Mindedness, Self-Awareness, Psychology, Mindfulness, Positive Behavior Support, Human Development, Stress Management, Emotional Intelligence, Mental Concentration

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Predicting Extreme Climate Behavior with Machine Learning

      Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Regression Analysis, Scikit Learn (Machine Learning Library), Supervised Learning, Data Science, Classification And Regression Tree (CART), Statistical Analysis, Predictive Modeling, Artificial Neural Networks, Data Processing, Feature Engineering

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • J

      Johns Hopkins University

      تحليل البيانات الاستكشافية

      Skills you'll gain: Exploratory Data Analysis, R Programming, Ggplot2, Statistical Methods, Data Analysis, Statistical Analysis, Unsupervised Learning, Histogram, Dimensionality Reduction, Heat Maps, Color Theory

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Manipulation and Cleaning in R

      Skills you'll gain: Data Manipulation, Data Cleansing, Data Wrangling, Data Quality, Tidyverse (R Package), Data Transformation, R Programming, Text Mining, Generative AI, Data Integrity, Data Pipelines

      Beginner · Course · 1 - 3 Months

    1…353637…39

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

    • Regression Analysis for Statistics & Machine Learning in R: Packt
    • Nutrition for Optimal Mental Health: National Academy of Sports Medicine
    • Mastering Machine Learning Algorithms using Python: Packt
    • Cognitive Vitality in a Dynamic Workplace : University of Alberta
    • Sobrevive a tu doctorado con salud y éxito: Universitat Autònoma de Barcelona
    • Advanced Methods in Machine Learning Applications: Johns Hopkins University
    • Emotional Vitality in a Dynamic Workplace : University of Alberta
    • Learning from the experiences of caregivers with chronic conditions: Universidad Nacional de Colombia
    • Psicología Positiva: La Ciencia de la Felicidad: Universidades Anáhuac
    • Predicting Extreme Climate Behavior with Machine Learning : University of Colorado Boulder

    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
    • MasterTrack® 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
    • Teaching Center

    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
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok