Summary Statistics

Descriptive Statistics

Towards Data Science

Statistics is the science of collecting data and analyzing them to infer proportions (sample) that are representative of the population. In other words, statistics is interpreting data in order to…

Statistics : The Collection, Analysis and Inference of Data ( Part I )

Towards Data Science

Statistics are numbers that summarise raw facts and figures in some meaningful way. They present key ideas that may not be immediately apparent by just looking at the raw data, and by data, we mean…

Appendix: Statistics

Analytics Vidhya

These notes are intended to provide a “fast” collection of theoretical definitions, theorems, and concepts for Statistics as a refresher and a collection of definitions, theorems, and corollaries…

Statistics (

SciPy User Guide

Statistics ( scipy.stats ) Introduction In this tutorial, we discuss many, but certainly not all, features of scipy.stats . The intention here is to provide a user with a working knowledge of this pac...

Performing Statistical Estimation

Towards Data Science

Statistics, as we know, is the study of gathering data, summarizing & visualizing the data, identifying patterns, differences, limitations and inconsistencies and extrapolating information regarding…

Statistics

Dive intro Deep Learning Book

Undoubtedly, to be a top deep learning practitioner, the ability to train the state-of-the-art and high accurate models is crucial. However, it is often unclear when improvements are significant, or o...

Be Cautious Before Drawing Any Conclusions Using Summary Statistics

Daily Dose of Data Science

While analyzing data, one may be tempted to draw conclusions solely based on its statistics. Yet, the actual data might be conveying a totally different story. Here's a visual depicting nine datasets ...

Statistics — 102

Analytics Vidhya

Here is yet another story on Statistics and this time it is on Probability and several distributions which are helpful in the data analysis. If you’d like to refresh your memory on Measures of…

Statistics for Data Science 101 Series — An Overview

Analytics Vidhya

Statistics for Data Science 101 Series — An Overview Following the Data Analytics 101 Series, the Statistics 101 Series will delve into a burst of articles that explain the usage and importance of st...

Understanding Descriptive Statistics

Towards Data Science

Statistics is a branch of mathematics that deals with collecting, interpreting, organization, and interpretation of data. Initially, when we get the data, instead of applying fancy algorithms and…

Comprehensive Statistics Tutorial for Data Analytics in Python

The Pythoneers

Photo by Justin Morgan on Unsplash Table of Contents Introduction to Statistics What is Statistics? Types of Statistics 2. Descriptive Statistics Measures of Central Tendency Mean Median Mode Measures...

Step-by-Step Guide to Mastering Descriptive Statistics

Level Up Coding

Introduction Descriptive statistics is the first crucial step in any data analysis process. It involves collecting, summarizing, and presenting data in an informative way, allowing us to understand a...