Déborah Mesquita – Medium

Déborah Mesquita

Déborah Mesquita

Deploy a Gradio app on Azure using a Python Azure App Service

The title says it all haha. I’ll leave it here since I’ve spent a couple of hours trying to figure out how to do this.

1 min readNov 9, 2023

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Deploy a Gradio app on Azure using a Python Azure App Service

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Déborah Mesquita
in
Towards Data Science

Elegant prompt versioning and LLM model configuration with spacy-llm

Using spacy-llm to simplify prompt management and create tasks for data extraction

5 min readJul 26, 2023

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Elegant prompt versioning and LLM model configuration with spacy-llm

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Déborah Mesquita
in
Towards Data Science

Training a deep learning model to detect DoS attacks on microcontrollers with the help of ChatGPT

The ESP32 is an MCU (microcontroller unit) widely used in IoT projects due to its low cost and ESP-IDF (Espressif IoT Development…

10 min readApr 11, 2023

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Training a deep learning model to detect DoS attacks on microcontrollers with the help of ChatGPT

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Déborah Mesquita
in
Towards Data Science

MLOps made simple: how to run a batch prediction pipeline using Azure Machine Learning components

You just want to get your model .pt file, upload it somewhere and get the predictions, right? Let’s see how to do it using AML…

7 min readFeb 6, 2023

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MLOps made simple: how to run a batch prediction pipeline using Azure Machine Learning components

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Déborah Mesquita
in
Towards Data Science

AutoML for Object Detection: How to Train a Model to Identify Potholes

How to use the new Azure Machine Learning feature for object detection

6 min readDec 15, 2021

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AutoML for Object Detection: How to Train a Model to Identify Potholes

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Déborah Mesquita
in
Towards Data Science

Introduction to Object Detection Model Evaluation

7 min readMay 28, 2021

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Introduction to Object Detection Model Evaluation

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Déborah Mesquita
in
Towards Data Science

How to build a data extraction pipeline with Apache Airflow

Data extraction pipelines might be hard to build and manage, so it’s a good idea to use a tool that can help you with these tasks. Apache…

7 min readDec 16, 2020

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How to build a data extraction pipeline with Apache Airflow

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Déborah Mesquita
in
Towards Data Science

Introduction to GitHub Actions

For data scientists

7 min readAug 13, 2020

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Introduction to GitHub Actions

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Déborah Mesquita
in
Towards Data Science

The ultimate guide to building maintainable Machine Learning pipelines using DVC

Learn the principles for building maintainable Machine Learning pipelines using DVC

10 min readJul 6, 2020

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The ultimate guide to building maintainable Machine Learning pipelines using DVC

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Déborah Mesquita
in
Towards Data Science

Faster Pandas with parallel processing: cuDF vs. Modin

With Pandas by default we can only use a single CPU core at a time. This is fine for small datasets, but when working with larger files…

4 min readDec 9, 2019

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Faster Pandas with parallel processing: cuDF vs. Modin

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Déborah Mesquita

Déborah Mesquita

Award-winning Data Scientist 👩🏾‍💻 Loves to write and explain things in different ways✨ - http://deborahmesquita.com/

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