Rodrigo Arenas – Medium

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

5 min readJun 22, 2022

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How to Solve Scheduling Problems in Python

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Rodrigo Arenas
in
Towards Data Science

Adaptive Parameters Methods for Machine Learning

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

6 min readJun 10, 2022

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Adaptive Parameters Methods for Machine Learning

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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

5 min readDec 16, 2021

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Evolutionary Feature Selection for Machine Learning

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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.

10 min readJun 24, 2021

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Are You Still Using Grid Search for Hyperparameters Optimization?

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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.

5 min readJun 18, 2021

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Real-time anomaly detection with Apache Kafka and Python

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Rodrigo Arenas
in
Towards Data Science

Tune Your Scikit-learn Model Using Evolutionary Algorithms

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

6 min readMay 26, 2021

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Tune Your Scikit-learn Model Using Evolutionary Algorithms

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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.

5 min readApr 10, 2021

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Workforce planning optimization using Python

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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.

9 min readJan 29, 2021

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Manage your machine learning lifecycle with MLflow in Python

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Rodrigo Arenas
in
Analytics Vidhya

Serve a machine learning model using Sklearn, FastAPI and Docker

Get your model ready to serve as an API

8 min readJul 6, 2020

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Serve a machine learning model using Sklearn, FastAPI and Docker

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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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