Pedro Tabacof’s blog - Blog

Real-Time ML Models with Serverless AWS

Using AWS Lambda and API gateway

In this post, I will explore how to deploy a real-time machine learning model using AWS Lambda and API Gateway. I will go over the following points:

Name classification with ChatGPT

How does it compare to machine learning language models?

I explore the problem of name classification with ChatGPT and three…

The Hierarchy of Machine Learning Needs

In 1943, Abraham Maslow created the hierarchy of human needs, ranging from basic physiological…

NeurIPS 2018: A Data Scientist’s Perspective

Two weeks ago in Montreal, NeurIPS (formerly known as NIPS) took place, the world’s largest conference on machine learning and artificial intelligence. Major advancements in…

How (not) to forecast an election

We use a hierarchical Bayesian model to show how a simple pro-Trump bias has a huge effect on forecasting election results. See the discussion on HackerNews.