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.
Web Hosting Service Industry Market The Web Hosting Service Industry Market analysis summary by BMR is a thorough study of the current trends leading to this… Read More »Global Web Hosting Service Industry Market to Exhibit Significant Opportunity Assessment During the Forecast Period
In today’s data-driven world, companies across the globe are plunging into the humungous pool of online customer information that is made available through different modes… Read More »4 Key Principles of Data Collection
Introduction There are six broad questions which can be answered in data analysis according to an article called “What is the question?” By Jeffery T.… Read More »A simple way to understand the statistical foundations of data science
Ten-fold differences have been reported in Covid-19 death rates. Estimate issues are because of how the data is calculated. Why the same data can yield… Read More »Gross Underestimates and Overestimates from the Same Data: Covid-19 Death Rates Example
Prescriptive analytics is the most sophisticated type of business analytics and can bring the greatest intelligence and value to businesses. It aims at suggesting (prescribing)… Read More »How Prescriptive Analytics Is Changing The Face Of Every industry?
I originally introduced the idea of social teratogenesis to Data Science Central in relation to the employees of a company. I will be taking this… Read More »Metrics of Social Teratogenesis
I have included a lot of Excel spreadsheets in the numerous articles and books that I have written in the last 10 years, based either… Read More »Amazing Things You Did Not Know You Could Do in Excel
Announcements Watch APEXX W3: The Data Science Workstation, and learn how an NVIDIA-certified BOXX workstation can accelerate your workflow. Access video here. Use real-time anomaly… Read More »All-purpose, Robust, Fast, Simple Non-linear Regression
Data analysis is fraught with pitfalls, including too-small sample sizes. Bias can creep into the most well-intentioned of studies, Tips to avoid bias and choose… Read More »Common Statistical Errors
Data Scientists Focus On Strategy, Citizen Data Scientists Deliver Daily! When Gartner talks about expanding data analytics to business users, they also talk about how… Read More »Do Citizen Data Scientists Need Special Analytics Tools?
