Principal

Dave Williams, is the Senior Principal at PAE Engineers, he has 20 years of experience in mechanical engineering. Through his extensive work with data centers, laboratories, and healthcare facilities, he has turn into exceptionally...

Shaktiman Mall is Principal Product Manager at Aviatrix. With greater than a decade of experience designing and implementing network solutions, Mall prides himself on ingenuity, creativity, adaptability and precision. Prior to joining Aviatrix, Mall...

Overview of PPCA, an extension of classical PCA, and its application to incomplete data via the EM AlgorithmMy results confirm that the EM algorithm can accurately estimate the parameters in all three of those...

Carl Rost is the mind behind the AI-powered patent search tools at Patsnap.Patsnap stands on the forefront of innovation intelligence, harnessing the ability of AI and machine learning to sift through billions of datasets,...

NOTE: I'm going to clarify reconstruction process intimately in another blog.# Adapted from source: https://towardsdatascience.com/pca-using-python-scikit-learn-e653f8989e60# Accessed 2019-01-12.# Do PCA on iris dataset and plot# ---------------------------------------------------------------------import pandas as pd import numpy as npimport matplotlib.pyplot as...