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Augusto Oliveira's repositories

machine_learning_examples

A collection of machine learning examples and tutorials.

Language:Python200

Machine-Learning-Projects

Machine Learning Experiments and Work

Language:Jupyter Notebook100

article-resources

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

Language:Jupyter Notebook000

async-fastapi-mongo

Repository housing code for the Testdriven article.

Language:PythonMIT000

fastapi_mongodb

This article will teach you how to create a CRUD RESTful API with Python, FastAPI, PyMongo, MongoDB, and Docker-compose to perform the basic Create/Read/Update/Delete operations against a database.

Language:Python000

augoliv.github.io

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CatBoostRegressor-to-predict-House-sale-price

CatBoostRegressor to predict House sale price

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Creating-maps-in-R

Introductory tutorial on graphical display of geographical information in R.

Language:TeX000

data-science-from-scratch

code for Data Science From Scratch book

Language:PythonUnlicense000

DS_Portfolio

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energy-weather-modelling

Use of time series modelling tools including ARIMA, LSTM, and Monte Carlo simulation to model electricity consumption, rainfall and temperature data.

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GeoMLA

Machine Learning algorithms for spatial and spatiotemporal data

GPL-2.0000

geopython

Language:Jupyter Notebook000

GeoStatsTutorials

Tutorials in the form of Jupyter notebooks for the GeoStats.jl framework

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handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Language:Jupyter NotebookApache-2.0000