How to Explain Model Bias to Regulators
by What models are we talking about? Have you ever wondered how Netflix recommends movies suited to your taste? Ever thought about how self-driven cars have …
Tag: Statistics
What Is Statistical Bias and Why Is It So Important in Data Science?
by Statistical Bias is an essential concept to create accurate machine learning models Imagine this. You’re running for president and you want to be the voice …
9 Fascinating Novel Coronavirus Statistics and Data Visualizations
Here’s what you should know about the Novel Coronavirus (COVID-19) as of today These numbers are as of February 15, 2020 and are taken from …
Basic Statistics You NEED to Know for Data Science
Fundamental statistic concepts to get you started on your Data Science journey The purpose of this is to provide a comprehensive overview of the fundamentals …
An Extensive Step by Step Guide to Exploratory Data Analysis
My personal guide to performing Exploratory Data Analysis for any dataset What is Exploratory Data Analysis? Exploratory Data Analysis (EDA), also known as Data Exploration, …
Data Science & Analytics (DSA) — The Need for Productivity Tools
by In my last post on Data Science — the new era, I have described how traditional data science is undergoing a change in the Enterprise. In this post, …
Being a Data Scientist in the Modern Era
Traditionally, being a Data Scientist is regarded as a domain exclusive to some people who understand mathematics and statistics. But this will change in the …