Statistics – Machine Learning Geek

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

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

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)

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