Candlestick chart patterns are one of the most widely known techniques that claim to "predict" the market... [ Continue Reading ]
Category "Regression"
Can Gradient Boosting Learn Simple Arithmetic?
During a technical meeting a few weeks ago, we had a discussion about feature interactions, and how... [ Continue Reading ]
How To Use Neural Networks to Forecast Multiple Steps of a Time Series
Time series are wonderful. I love them. They are everywhere. And we even get to brag about... [ Continue Reading ]
How To Predict Multiple Time Series With Scikit-Learn (With a Sales Forecasting Example)
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
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
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
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
When we deal with time series prediction a widely used model is linear regression. Although simple, it... [ Continue Reading ]