Math vs. Statistics in One Picture
Math and statistics are vital components of any data scientist’s tool box. While some view statistics as a type of math, the reality is that… Read More »Math vs. Statistics in One Picture
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Data Science
This rubric covers the use of statistical tools working on large datasets to create models and derive inferences, as well as coverage of the field in its entirety. This differs from machine learning primarily in that the latter focuses on functional gradient analysis or neural networks (kernels) to derive models.
Racial Bias in Modeling – Not as Simple as You Might Think
Summary: Bias in modeling has long been a public concern that is now amplified and focused on the disparate treatment models may cause for African… Read More »Racial Bias in Modeling – Not as Simple as You Might Think
QC Paulinesia, !(yet another book about quantum computing)
Today I uploaded to github the first version of my book “QC Paulinesia” about Quantum Computing. The title is a play on the surname of… Read More »QC Paulinesia, !(yet another book about quantum computing)
How Big Data is Responsible for Advanced App Development
According to a survey the number of mobile users worldwide from 2019 to 2023 will grow at a rapid pace. For 2020, the number of… Read More »How Big Data is Responsible for Advanced App Development
Introduction to Gradient Decent
The gradient decent approach is used in many algorithms to minimize loss functions. In this introduction we will see how exactly a gradient descent works.… Read More »Introduction to Gradient Decent
Simple Correlational Analysis on Socioeconomic Factors Impacting Covid-19 Outbreak in US Counties
Background As part of my PhD work, I recently had to analyze any dataset(s) of my interest and present findings. I ended up conducting a… Read More »Simple Correlational Analysis on Socioeconomic Factors Impacting Covid-19 Outbreak in US Counties
A Brief Summary of the Science of Data Analytics
Data Science and Data Analytics are two most common terminologies in today’s data driven world. How a business uses big data to make key business… Read More »A Brief Summary of the Science of Data Analytics
Food Delivery Time: Tips to Leverage Big Data Analytics for Better Results
The online food delivery business has taken off in the past few years — that much everyone knows. But do you know why this industry… Read More »Food Delivery Time: Tips to Leverage Big Data Analytics for Better Results
Misleading Graphs Part 2: Ladders, Spaghetti, and Other Ways to Ruin a Graph
If you’ve spent any time with modeling data, you’ll know that there are many pitfalls to be had when it comes to data presentation (I… Read More »Misleading Graphs Part 2: Ladders, Spaghetti, and Other Ways to Ruin a Graph
How Data Marketplaces will shape the future of data monetization
Data monetization is a hot topic these days. Executives at both startups and large companies are being asked to capitalize on the value of their… Read More »How Data Marketplaces will shape the future of data monetization