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fernanda rodríguez

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fernanda rodríguez

Prototyping a ML App with Streamlit, FastAPI & Hugging Face

Tools like Streamlit, FastAPI & Hugging Face have emerged as a quick way to expose functional results for Machine Learning Applications…

Apr 12, 2023

Prototyping a ML App with Streamlit, FastAPI & Hugging Face

Apr 12, 2023

fernanda rodríguez

Seattle Airbnb: Temporal Trends, Price Influences, and Customer Satisfaction Analysis

Analyze Seattle Airbnb data with CRISP-DM to uncover trends in occupancy, pricing, and reviews. Join this DS journey for key insights!

Jun 28

Seattle Airbnb: Temporal Trends, Price Influences, and Customer Satisfaction Analysis

Jun 28

fernanda rodríguez

Why is it important to communicate data effectively?

This post aims to explore the art of storytelling with data and why it is crucial to communicate data effectively.

Oct 6, 2023

Why is it important to communicate data effectively?

Oct 6, 2023

fernanda rodríguez

Python Best Practices

How can you make your code shine with isort, Black, and Flake8?

Feb 23, 2023

Python Best Practices

Feb 23, 2023

fernanda rodríguez

Knee OA Analysis with X-ray Images, Deep Learning & Streamlit

Web app to predict knee osteoarthritis grade using Deep Learning and Streamlit

Jan 18, 2023

Knee OA Analysis with X-ray Images, Deep Learning & Streamlit

Jan 18, 2023

fernanda rodríguez
in
Semantix

Checklist to Set Up a Data Science Project Repository

How to set up a data science project?. Where do I start?. How do I structure my project?. Just a few questions we frequently have when…

Dec 28, 2021

Checklist to Set Up a Data Science Project Repository

Dec 28, 2021

fernanda rodríguez
in
Semantix

Getting Started with Conda or Poetry for Data Science Projects

How to manage virtual environments, packages, and dependencies in Python and start your data science project with Conda or Poetry

Nov 3, 2021

Getting Started with Conda or Poetry for Data Science Projects

Nov 3, 2021

fernanda rodríguez
in
Semantix

How to Have More Productive Projects Using Agile and Git

We present a series of 6 steps to integrate some useful tools like Kanban and Git and have more productive projects.

Jul 30, 2021

How to Have More Productive Projects Using Agile and Git

Jul 30, 2021

fernanda rodríguez
in
Semantix

How to Make your Code Shine with GitLab CI Pipelines

Introduction to some tools for a cleaner Python code by applying isort, Black, Flake8, and Pylint automatically using GitLab CI Pipelines

May 26, 2021

How to Make your Code Shine with GitLab CI Pipelines

May 26, 2021

fernanda rodríguez

AR 101 — Components of the Augmented Reality System (Part 3)

What is the basic process of an Augmented Reality system, and what are its main components of Hardware and Software?

Jul 3, 2020

Components of the Augmented Reality System by fernanda rodríguez

Jul 3, 2020

fernanda rodríguez

fernanda rodríguez

hi, i’m maría fernanda rodríguez r. multimedia engineer. data scientist. front-end dev. phd candidate: augmented reality + machine learning.

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