Ivo Bernardo

Or will AI eat up all the software in the world? Ivo Bernardo · Follow Published in Towards Data Science · 6 min read · 12 hours ago — Photo by steinart @unsplash.com Many people today are facing a dilemma: if you’re young, should you pursue a software engineering degree? And if you’re already established in another career, should you make a switch to something involving coding? These questions stem from a larger one: with

Use these tips to maximize the success of your data science project Ivo Bernardo · Follow Published in Towards Data Science · 6 min read · 13 hours ago — Photo by Jakub Żerdzicki @ Unsplash.com Managing large-scale data science and machine learning projects is challenging because they differ significantly from software engineering. Since we aim to discover patterns in data without explicitly coding them, there is more uncertainty involved, which can lead to various

What foundational concepts should you study if you want to understand Large Language Models? Ivo Bernardo · Follow Published in Towards Data Science · 6 min read · 5 hours ago — Image by solenfeyissa @ Unsplash.com Most of the code we use to interact with LLMs (Large Language Models) is hidden behind several APIs — and that’s a good thing. But if you are like me, and want to understand the ins and outs

Learn some of the concepts behind machine learning models drift and understand why MLOps is so important in today’s world Ivo Bernardo · Follow Published in Towards Data Science · 6 min read · 1 day ago — Models change because the world changes — Image by arptrastogi at Unsplash.com Taxes, death and model drift are the only three certainties in life. Ok, I might have added this last one to the adage but the

In this post, we’ll learn how to train a computer vision model using a convolutional Neural Network in PyTorch Ivo Bernardo · Follow Published in Towards Data Science · 10 min read · 2 days ago — Self-Driving Cars are mostly Powered by Computer Vision Algorithms — Image generated by AI in Microsoft Designer PyTorch is currently one of the hottest libraries in the Deep Learning field. Used by thousand of developers around the world,

In this post, we’ll speak about 5 famous project management frameworks that you can use in the context of Data Science and Machine Learning: Agile, Waterfall, SEMMA, CRISP-DM and KDD Ivo Bernardo · Follow Published in Towards Data Science · 8 min read · 1 day ago — Photo by joszczepanska @Unplash.com