Series

The bizarre trailer for Peacock’s recent series, ‘Mrs. Davis,’ incorporates a war against AI

Peacock released yesterday the official trailer for its upcoming original series, “Mrs. Davis,” a peculiar yet hilarious tackle artificial intelligence and a nun (played by “G.L.O.W.” actress Betty Giplin) that desires to defeat it....

Eugene Chan, MD, Chairman & Co-Founder & of Abpro – Interview Series

Eugene Chan, MD, is the Chairman & Co-Founder & of Abpro, an organization with a mission to improve the lives of mankind facing severe and life-threatening diseases with next-generation antibody therapies.What initially attracted you...

Florian Hillen, CEO & Founding father of VideaHealth – Interview Series

Florian Hillen is the CEO & Founding father of VideaHealth, a platform on the mission to enhance patient health through the facility of AI. By leveraging algorithms, analytics and health data, Videa is unlocking...

Ilman Shazhaev, Co-Founder & CEO of Acoustery – Interview Series

Ilman Shazhaev, is the Co-Founder & CEO of Acoustery, a health-tech company that develops AI technology for the early recognition of respiratory diseases.What initially attracted you to computer science and engineering?The quantity of information...

Model Evaluation in Time Series Forecasting

Introducing backtesting for time series using the Skforecast libraryBelow, there are the three described backtesting methods with a random forest regressor used as autoregression.When taking a look at the implementation, the difference between the...

Time Series Forecasting with XGBoost and LightGBM: Predicting Energy Consumption Problem Preprocessing Training the Models Evaluation Preprocessing Weather Data Conclusion & Future Steps

The weather data improve the performance in each models by a major margin. Particularly, within the XGBoost scenario the MAE is reduced by almost 44%, while the MAPE moved from 19% to 16%. For...

Earth Mover distance for time series

WWhilst many metrics corresponding to MAPE, MAE and RMSE exist for evaluating forecasting performance, such metrics have significant limitations as they only compare forecast values with actual values for a similar closing dates.For a...

Jorge Torres, Co-founder & CEO of MindsDB – Interview Series

Jorge Torres, is the Co-founder & CEO of MindsDB, a platform that helps anyone use the ability of machine learning to ask predictive questions of their data and receive accurate answers from it. MindsDB...

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