DSC Weekly Digest 3 August 2021
Announcements With recent socio-economic disruptions caused by the pandemic, many industries struggle to align production and stocking with rapidly shifting purchasing de...
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A Simple Regression Problem
This article is part of a new series featuring problems with solution, to help you hone your machine learning and pattern recognition skills. Try to solve this problem by...
Covid-19: Fundamental Statistics that are Ignored
This is not a discussion as to whether the data is flawed or not, or whether we are comparing apples to oranges or not (the way statistics are gathered in different count...
Central Limit Theorem for Non-Independent Random Variables
The original version of the central limit theorem (CLT) assumes n independently and identically distributed (i.i.d.) random variables X1, …, Xn, with finite varianc...
Salary Trends for Data Scientists and Machine Learning Professionals
Source: here If you are wondering how much a data scientist earns, whether you are a hiring manager or looking for a job, there are plenty of websites providing rather de...
More Fun Math Problems for Machine Learning Practitioners
This is part of a series featuring the following aspects of machine learning: Mathematics, simulations, benchmarking algorithms based on synthetic data (in short, experim...
The Machine Learning Process in 7 Steps
In this article, I describe the various steps involved in managing a machine learning process from beginning to end. Depending on which company you work for, you may or m...
The Pros and Cons of Working for a Startup
As a machine learning professional, I have worked for several startups ranging from zero to 600 employees, as well as companies such as eBay, Wells Fargo, Visa and Micros...
Simple Introduction to Public-Key Cryptography and Cryptanalysis: Illustration with Random Permutations
In this article, I illustrate the concept of asymmetric key with a simple example. Rather than discussing algorithms such as RSA, (still widely used, for instance to set ...
Could Machine Learning Practitioners Prove Deep Math Conjectures?
Many of us have solid foundations in math or have an interest in learning more, and are passionate about solving difficult problems during our free time. Of course, most ...