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Mathematics Statistics 

Measures of Central Tendency

January 23, 2021January 20, 2021 Avinash Navlani 0 Comments central tendency, geometric mean, harmonic mean, mean, median, mode

Central tendency stands for summary values in the data. It represents the central value for the whole dataset. It provides

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Statistics 

Measures of Dispersion

December 3, 2020December 4, 2020 Anjali Suryawanshi 0 Comments IQR, Measures of Despersion, range, Standard Deviation, Variance

To understand the data well, only studying measures of central tendency is not enough. One essential measure is how the

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Machine Learning Statistics 

Introduction to Factor Analysis in Python

October 29, 2020October 28, 2020 Avinash Navlani 0 Comments factor analysis, factor analysis in python, pca, python

In this tutorial, you’ll learn the basics of factor analysis and how to implement it in Python. Factor Analysis (FA)

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Mathematics Statistics 

Demystifying Mathematical Concepts for Deep Learning

September 26, 2020June 14, 2021 Avinash Navlani 0 Comments data scientist, Deep Learning, linear algebra, mathematics, python, statistics

Explore basic math concepts for data science and deep learning such as Scalar and Vector, Determinant, Singular Value Decomposition(SVD), Hadamard

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