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Category "Regression"

How To Predict Multiple Time Series With Scikit-Learn (With a Sales Forecasting Example)

by Mario Filho

on novembro 19, 2017

in Python, Regressão, Regression, Séries Temporais, Time Series

You got a lot of time series and want to predict the next step (or steps). What... [ Continue Reading ]

How We Won the Caterpillar Machine Learning Competition at Kaggle

by Mario Filho

on fevereiro 22, 2017

in Kaggle, Regression

Caterpillar is a manufacturer of industrial equipment such as tractors and engines. To maintain their operations, they... [ Continue Reading ]

Determining Product Relevance in a Search Engine With Machine Learning

by Mario Filho

on fevereiro 20, 2017

in Classification, Kaggle, Natural Language Processing, Regression

One of the most important tasks for an e-commerce site is to ensure that users find the... [ Continue Reading ]

Machine Learning for Sales Forecasting Using Weather Data

by Mario Filho

on fevereiro 17, 2017

in Big Data, Regression, Time Series

WalMart is a company with thousands of stores in 27 countries. It is possible to find several... [ Continue Reading ]

How to Create a Simple Machine Learning Model to Predict Time Series

by Mario Filho

on fevereiro 13, 2017

in Python, Regression, Time Series

When we deal with time series prediction a widely used model is linear regression. Although simple, it... [ Continue Reading ]

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