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Should We Be Virtualizing Our Data Science Systems and—or Not?

It can be hard to navigate the pros and cons of virtualizing data science processes, but some power and performance trends cannot be… Continue reading on Towards Data Science »

The Proper Way to Make Calls to ChatGPT API

How to make reliable calls to ChatGPT API to build robust applications LLMs are everywhere now, especially ChatGPT. There are a ton of applications being built on top of it and if you are not, you should give it a try.

Simplify File Sharing

Coding Example for working with Google Drive’s Shared Folders in Collaboration Projects Recently, a data-sharing problem came up again, and I thought this would be a good time to design a method to work with shared folders. I work as

25 ChatGPT Prompts to Achieve Your Goals Faster

The difference between someone who dreams of success and someone who’s living it usually boils down to one thing: The ability to set goals efficiently. Reaching your goals in a timely manner is a challenge everyone grapples with, whether you’re

4 ways to encode categorical features with high cardinality

We explore 4 methods to encode categorical variables with high cardinality: target encoding, count encoding, feature hashing and embedding. Continue reading on Towards Data Science »

Which Features Are Harmful For Your Classification Model?

How to calculate the Error Contribution of the features of a classifier, with the goal of understanding and improving the model Continue reading on Towards Data Science »

Large Language Models: SBERT

Learn how siamese BERT networks accurately transform sentences into embeddings Introduction It is no secret that transformers made evolutionary progress in NLP. Based on transformers, many other machine learning models have evolved. One of them is BERT which primarily consists

The Markov and the Bienaymé–Chebyshev Inequalities

“La Barrière de Clichy. Défense de Paris, le 30 mars 1814” (The Clichy Barrier. Defense of Paris, March 30, 1814) (Artist: Horace Vernet) (Public domain artwork) A deep dive into the meaning of the two bounds and into the remarkable series

Build a data science strategy for anyteams of any size with this one article consultants don’t…

How to Build a Data Science Strategy for Any Team Size Create a culture and practice that is fast moving and resilient to change Photo by Maarten van den Heuvel on Unsplash Create a culture and practice that is fast moving and resilient