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Shruti Nair
  • Dombivli-East, Maharashtra
  • India
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Shruti Nair's Page

Profile Information

Company:
Praxis Business School
Job Title:
Student
Seniority:
Student
Job Function:
Data Analyst
Country
India
Number of employees:
1 to 49
Industry:
Technology
Interests:
Contributing
Topics of Interest
Data Science, Data Visualization, Data Storytelling

Shruti Nair's Blog

PCA Image Compression Using R Shiny App

Posted on November 30, 2020 at 10:30pm 0 Comments

PCA is mathematically defined as an orthogonal linear transformation that transforms the data to a new coordinate system such that the greatest variance by some projection of the data comes to lie on the first coordinate (called the first principal component), the second greatest variance on the second coordinate, and so on. In other words, we convert a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables called principal components. To…

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