Federico Garza Ramirez
Fede is CTO and co-founder of Nixtla. They has [sic] over five years of experience deploying machine learning models in production, and has worked for large financial institutions in Mexico. An economist and mathematician by training, they passion lies at the intersection of building usable, scalable and open source machine learning products. Speaker at different Pycons.
Sessions
04-27
10:15
45min
Quantifying Uncertainty in Time Series Forecasting with Conformal Prediction
Federico Garza Ramirez, Max Mergenthaler
This talk will examine the use of conformal prediction in the context of time series analysis. The presentation will highlight the benefits of using conformal prediction to estimate uncertainty and demonstrate its application using open source python libraries for statistical, machine learning, and deep learning models (https://github.com/Nixtla).
St. Helens