Rodrigo Arenas – Medium

Rodrigo Arenas

Rodrigo Arenas
in
Towards Data Science

How to Solve Scheduling Problems in Python

Use linear programming to minimize the difference between required and scheduled resources

Jun 22, 2022

How to Solve Scheduling Problems in Python

Jun 22, 2022

Rodrigo Arenas
in
Towards Data Science

Adaptive Parameters Methods for Machine Learning

Let's explore some methods to adapt your parameters over time.

Jun 10, 2022

Adaptive Parameters Methods for Machine Learning

Jun 10, 2022

Rodrigo Arenas
in
Towards Data Science

Evolutionary Feature Selection for Machine Learning

Learn how to make feature selection for machine learning algorithms using evolutionary models

Dec 16, 2021

Evolutionary Feature Selection for Machine Learning

Dec 16, 2021

Rodrigo Arenas
in
Towards Data Science

Are You Still Using Grid Search for Hyperparameters Optimization?

Let's discuss the ideas behind how to search in a smart fashion the hyperparameters for your machine learning models.

Jun 24, 2021

Are You Still Using Grid Search for Hyperparameters Optimization?

Jun 24, 2021

Rodrigo Arenas
in
Towards Data Science

Real-time anomaly detection with Apache Kafka and Python

Learn how to make predictions over streaming data coming from Kafka using Python.

Jun 18, 2021

Real-time anomaly detection with Apache Kafka and Python

Jun 18, 2021

Rodrigo Arenas
in
Towards Data Science

Tune Your Scikit-learn Model Using Evolutionary Algorithms

Scikit-learn hyperparameters tuning with evolutionary algorithms and cross-validation.

May 26, 2021

Tune Your Scikit-learn Model Using Evolutionary Algorithms

May 26, 2021

Rodrigo Arenas
in
Towards Data Science

Workforce planning optimization using Python

Learn how to find the optimal number of positions needed to manage an incoming traffic.

Apr 10, 2021

Workforce planning optimization using Python

Apr 10, 2021

Rodrigo Arenas
in
Analytics Vidhya

Manage your machine learning lifecycle with MLflow in Python

In this post, we are going through the main aspect of MLflow, an open source platform to manage the lifecycle of machine learning models.

Jan 29, 2021

Manage your machine learning lifecycle with MLflow in Python

Jan 29, 2021

Rodrigo Arenas
in
Analytics Vidhya

Serve a machine learning model using Sklearn, FastAPI and Docker

Get your model ready to serve as an API

Jul 6, 2020

Serve a machine learning model using Sklearn, FastAPI and Docker

Jul 6, 2020

Rodrigo Arenas

Rodrigo Arenas

Data Scientist and open-source contributor working on machine learning, and optimization; for all my projects, check: https://rodrigo-arenas.github.io/portfolio

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