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Last updated: Feb 22, 2022

Statistics & Probability

Statistics and probability are the best tools for solving problems, whether they are real-world problems or optimising machine learning models. Making sense of data and extracting meaningful information from it using statistical techniques, formulas, and variable moderation is an important first step in working on machine learning or deep learning systems.
Descriptive Statistics MEDIUM
This article will discuss descriptive statistics and types with clear information about descriptive statistics.
Variance and standard deviation EASY
This article begins with an introduction to variance and standard deviation, how to calculate them, and their implementation in python.
Skewness and Kurtosis
This article will study two statistical concepts,i.e., Skewness and kurtosis, and their applications.
Combinatorics for ML MEDIUM
This blog talks about combinatorics method and its application in Machine learning.