automl
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Source code (Python, Node.js and Java) for a demo we built which has been shown at a number of conferences, including IoT Solutions World Congress in Barcelona, Google Cloud Next 2019 and Google I/O 2019. Using the Coral Dev Board we show incredible fast machine learning on the edge with minimal power consumption.
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Jan 9, 2023 - JavaScript
A machine learning project for 6nomads (a multi-class clasification problem)
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Sep 7, 2019 - HTML
Azure ML Pipeline Project, completed for Nanodegree
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Nov 6, 2020 - Jupyter Notebook
Create and optimize ML pipelines using two methods in Azure: Traditional and Automated.
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Jan 23, 2021 - Jupyter Notebook
Project from my Machine Learning Engineer with Azure Nano-Degree program at Udacity
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Jan 28, 2021 - Jupyter Notebook
This package is an automatic machine learning module whose function is to optimize the hyper-parameters of an automatic learning model.
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Nov 24, 2021 - Python
This is first of the three projects required for fulfillment of the Nanodegree Machine Learning Engineer with Microsoft Azure from Udacity. In this project, we build and optimize an Azure ML pipeline using the Python SDK and a provided Scikit-learn model. This model is then compared to an Azure AutoML run.
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Nov 28, 2020 - Jupyter Notebook
A low code, low-cost AutoML solution for tabular data.
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Nov 16, 2021 - Python
This repository contains the replication package for our research project 'A Comparative Analysis of Machine Learning Approaches for Automated Face Mask Detection During COVID-19'
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May 4, 2022 - Jupyter Notebook
This project uses Tabular Predictions of the AutoGluon library to train several models for the Bike Sharing Demand competition in Kaggle.
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Apr 4, 2023 - Jupyter Notebook
Coursera Practical Data Science on AWS Specialization Courses Notebooks.
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Apr 9, 2023 - Jupyter Notebook
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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Aug 30, 2023 - Python
NYUS.2 is an auto machine learning-empowered prediction model for grapevine freezing tolerance
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Jun 11, 2024 - Jupyter Notebook
Serverless framework deployment for various lambda functions to achieve MLOps level 2 within AWS.
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May 18, 2024
Ferramenta que analisa jogos de futebol ao vivo e preve a ocorrência do primeiro gol na partida. Para isso, foi coletado dados de jogos diários ao vivo por um período de mais de um ano e treinado modelos de aprendizagem de máquina.
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Jul 7, 2024 - Jupyter Notebook
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