Manuel GilinPython in Plain EnglishServing Multiple Models to a Single Model Endpoint with MLflowIn the world of machine learning, it is not uncommon to work on problems that, by their nature, require the development of multiple models…Sep 4, 2023Sep 4, 2023
Manuel GilMonitoring and Managing Workflows in Databricks.In the world of data science and machine learning, Databricks has become one of the most well-known platforms on which data scientists and…Jun 5, 2023Jun 5, 2023
Manuel GilinPython in Plain EnglishThe Detective’s Toolkit: Alibi for Drift Detection.As a data scientist, you have been working on a model for several weeks, and the metrics you defined as success criteria now look…Feb 14, 2023Feb 14, 2023
Manuel GilHow to learn anything by yourself.It has been a long time since a degree was enough to strive in life, now things are way different from when obtaining a bachelor’s degree…Jan 25, 2023Jan 25, 2023
Manuel GilMake the most out of your Jupyter Notebooks using Poetry.Exploratory Data Analysis (EDA) is the first stage of any data science project. By exploring and analyzing datasets we can summarize their…Nov 19, 2022Nov 19, 2022
Manuel GilinPython in Plain EnglishPoetry for Machine Learning Development — An NLP Use CaseData scientists and machine learning engineers have to solve problems by relying on their ability to manipulate, transform, and process…Aug 15, 2022Aug 15, 2022
Manuel GilinChatbots LifeModel Performance and Problem Definition when dealing with Unbalanced Data.In this post, I am going to talk about the different metrics that we can use to measure classifier performance when we are dealing with…Jul 11, 2022Jul 11, 2022
Manuel GilConvolutional Autoencoders and image denoising.In this post, I will extend the general idea of autoencoders to develop a convolutional autoencoder. This post is a continuation of this…Apr 10, 2022Apr 10, 2022
Manuel GilA friendly introduction to autoencoders.In this article I am going to delve into the possible applications and architectures that auto encoders can have, and how to implement…Mar 21, 2022Mar 21, 2022
