Did you know? Multivariate data analysis(mvda) in pharma industry Kumar Jeetendra | March 11, 2023 In today’s society, we have access to enormous amounts of data, therefore, it is of the utmost importance to evaluate and manage this data in order to make use of it for anything meaningful. The terms “data” and “analysis” are often used interchangeably because the two processes are interdependent. Data analysis and research are also …
Exploring the Benefits of Multivariate Data Analysis in the Pharma Industry Kumar Jeetendra | October 23, 2023 The pharmaceutical business relies heavily on multivariate data analysis (MVDA) since it offers beneficial insights and advantages in a number of areas related to drug development, quality assurance, and research. The following are some of the main advantages of MVDA use in the pharmaceutical sector: Effective Data Handling: The pharmaceutical sector produces enormous amounts of …
Understanding the Mathematics Behind Principal Component Analysis(PCA) Kumar Jeetendra | November 13, 2023 Principal Component Analysis (PCA) is a widely used dimensionality reduction technique in machine learning and data analysis. It aims to make a dataset change into another coordinate system in which variance of the data is maximized along new axes, referred as principal components. The dimensionality of high-dimensional data can be reduced by PCA while keeping …
