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Déborah Mesquita

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Sep 14, 2024

Creating Task-Oriented Dialog systems with LangGraph and LangChain

Yet another LangGraph tutorial

Creating Task-Oriented Dialog systems with LangGraph and LangChain

Déborah Mesquita

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Nov 9, 2023

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.

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

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Déborah Mesquita

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Jul 26, 2023

Elegant prompt versioning and LLM model configuration with spacy-llm

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

Elegant prompt versioning and LLM model configuration with spacy-llm

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Déborah Mesquita

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Apr 11, 2023

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…

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

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Déborah Mesquita

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Feb 6, 2023

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…

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

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Déborah Mesquita

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Dec 15, 2021

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

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

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

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Déborah Mesquita

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May 28, 2021

Introduction to Object Detection Model Evaluation

Introduction to Object Detection Model Evaluation

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Déborah Mesquita

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Dec 16, 2020

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…

How to build a data extraction pipeline with Apache Airflow

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Déborah Mesquita

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Aug 13, 2020

Introduction to GitHub Actions

For data scientists

Introduction to GitHub Actions

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Déborah Mesquita

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Jul 6, 2020

The ultimate guide to building maintainable Machine Learning pipelines using DVC

Learn the principles for building maintainable Machine Learning pipelines using DVC

The ultimate guide to building maintainable Machine Learning pipelines using DVC

Déborah Mesquita

Déborah Mesquitashe/her

Award-winning Data Scientist 👩🏾‍💻 Loves to write and explain complex ideas in clear and simple ways✨ - http://deborahmesquita.com/

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