Browsing: Data Science
Using and working with abstraction to do interesting things with the Julia languageimage by authorintroductionOne of the things I find fascinating about the exploration of different…
A few experiments making GPT-4 solve math problems in 16 different languagesImage created by author using Midjourney.It is said that mathematics is a universal language —…
Let’s learn about undersampling and how it helps solve class imbalanceWe have formally explained earlier the effect of class imbalance and its causes and we also…
No code, maths, or mention of Keys, Queries and ValuesSince their introduction in 2017, transformers have emerged as a prominent force in the field of Machine…
It is harder than you thinkImage by me with Midjourney.IntroductionIn June 9, 2022 Google set a new world record for calculating the most number of digits…
Interpreting Random Forests. Comprehensive guide on Random Forest… | by Mariya Mansurova | Oct, 2023
There is a lot of hype about Large Language Models nowadays, but it doesn’t mean that old-school ML approaches now deserve extinction. I doubt that ChatGPT…
After enjoying the visuals, let’s get back to the graph itself and quantify it. Here, I will compute the total degree of each node, measuring the…
A shortcut for beginners in 2024Photo by Gabriel Vasiliu on UnsplashThis story explains an accelerated way of getting into the data engineering role by learning the…
Unlocking the secrets of BERT compression: a student-teacher framework for maximum efficiencyIn recent years, the evolution of large language models has skyrocketed. BERT became one of…
Data analysis and the four types of questions it attempts to answerThis is part of a series on Strategic Data Analysis.Strategic Data Analysis (Part 1) ←…