GraphQL & gRPC (Part 2)
The original intent of this post was to take a real-life project with GraphQL and to see the performance of gRPC against HTTP. Instead, we ended up using the awesome Gra...
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AI Strategies – Incremental and Fundamental Improvements
Summary: Before starting to develop an AI strategy, make sure your team understands the limits of what is reasonable today, as well as incremental improvements that mig...
A Note on Numerical Modality in Large Datasets
Numerical Modality The mode is one of the basic statistics which is defined as the most common value over an array. When the values of the array are categorical, the mode...
How I Learned to Stop Worrying and Love Uncertainty
Humans and uncertainty Since their early days, humans have had an important, often antagonistic relationship with uncertainty; we try to kill it everywhere we find it. Wi...
Is it ‘always’ necessary to treat outliers in a machine learning model?
Outliers is one of those issues we come across almost every day in a machine learning modelling. Wikipedia defines outliers as “an observation point that is distant fro...
Significance of p-value
P – Value In this blog we will discuss the important functionality of p – value in statistical experiments. Why p – value is the deciding factor for accepting or re...
5 Myths About PhD Data Scientists
Myth #1: You can only do research in an academic setting. Not true. There are plenty of research labs owned by big and small companies and organizations, including govern...
Modern Approaches for Sales Predictive Analytics
Sales prediction is an important part of modern business intelligence. First approaches one can apply to predict sales time series are such conventional methods of fore...
5 Myths About PhD Data Scientists
Myth #1: You can only do research in an academic setting. Not true. There are plenty of research labs owned by big and small companies and organizations, including govern...
Data Scientists 4.0
Data Scientists 4.0 The 4th Industrial Revolution was publicly announced in 2011 at the Hannover Fair (1). Since then, many resources have been appeared around the so cal...