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.
What is a commodity? Commodity are basic raw materials with certain standards that are used with other goods, commodity are often the basis of the… Read More »Data As Commodity: For Data Science Professional
Recently Netflix launched Rs 199 ($2.8) mobile-only monthly plan in India. CyberMedia Research (CMR) reported that after the release of the new mobile plan, Netflix… Read More »The Rise and Rise of Price Analytics!
In the paper A survey on bias and fairness in machine learning.- the authors outline 23 types of bias in data for machinelearning. The source is good… Read More »23 sources of data bias for #machinelearning and #deeplearning
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
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
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)
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
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
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
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
