Manuel Gil – Medium

Manuel Gil
in
Python in Plain English

Serving Multiple Models to a Single Model Endpoint with MLflow

In the world of machine learning, it is not uncommon to work on problems that, by their nature, require the development of multiple models…

6 min readSep 4, 2023

--

Serving Multiple Models to a Single Model Endpoint with MLflow

--

Manuel Gil

Monitoring 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…

6 min readJun 5, 2023

--

Monitoring and Managing Workflows in Databricks.

--

Manuel Gil

Learning a language is easy, discover how.

Introduction

12 min readMar 20, 2023

--

Learning a language is easy, discover how.

--

Manuel Gil
in
Python in Plain English

The 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…

5 min readFeb 14, 2023

--

The Detective’s Toolkit: Alibi for Drift Detection.

--

Manuel Gil

How 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…

4 min readJan 25, 2023

--

How to learn anything by yourself.

--

Manuel Gil

Make 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…

5 min readNov 19, 2022

--

Make the most out of your Jupyter Notebooks using Poetry.

--

Manuel Gil
in
Python in Plain English

Poetry for Machine Learning Development — An NLP Use Case

Data scientists and machine learning engineers have to solve problems by relying on their ability to manipulate, transform, and process…

9 min readAug 15, 2022

--

Poetry for Machine Learning Development — An NLP Use Case

--

Manuel Gil
in
Chatbots Life

Model 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…

6 min readJul 11, 2022

--

Model Performance and Problem Definition when dealing with Unbalanced Data.

--

Manuel Gil

Convolutional 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…

4 min readApr 10, 2022

--

Convolutional Autoencoders and image denoising.

--

Manuel Gil

A 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…

5 min readMar 21, 2022

--

A friendly introduction to autoencoders.

--

Manuel Gil

Manuel Gil

I am an engineer and I am passionate about the computer science field. I have two years working as a Data scientist, using data to solve industrial problems.

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams