DataRobot Blog

MAY 26, 2022

When the FRB’s guidance was first introduced in 2011, modelers often employed traditional regression -based models for their business needs. In addition to the model metrics discussed above for classification, DataRobot similarly provides fit metrics for regression models, and helps the modeler visualize the spread of model errors.

Risk 52

Risk Modeling Metrics Business Objectives 52

AWS Big Data

MAY 4, 2023

Dataset Variables Disk Size Xarray Dataset Size Region ERA5 2011–2020 (120 netcdf files) 53.5GB 364.1 ERA5 ( historic_temp_regridded ) us-east-1 1512 711 427 202 Difference ( propogated pool ) us-west-2 and us-east-1 1527 906 469 251 The following graph visualizes the performance and scale.

Data Processing 95

Data Processing Metadata Informatics Interactive 95

The Unofficial Google Data Science Blog

JULY 11, 2017

Forecasting (e.g. Time series data are having something of a moment in the tech blogs right now, with Facebook announcing their "Prophet" system for time series forecasting (Taylor and Letham 2017), and Google posting about its forecasting system in this blog (Tassone and Rohani 2017).

Forecasting 64

Forecasting Statistics Modeling Software 64

datapine

AUGUST 29, 2022

He founded the project Apache Storm in 2011, which turned to be “one of the world’s most popular stream processors and has been adopted by many of the world’s largest companies, including Yahoo!, To start a more in-depth grasp of your own data sets, you can try our online data visualization tool for free with a 14-day trial !

Big Data 263

Big Data Data Analytics Analytics Data mining 263

Juice Analytics

MARCH 22, 2021

This collection of world-class data stories demonstrates how to combined data visualization, interactivity, and classic storytelling. An extraordinary early data story (it runs in Java) that inspired a generation of data visualization professionals. US Gun Deaths by Periscopic This visualization shows “stolen years” due to gun deaths.

Visualization 135

Visualization Interactive Statistics Forecasting 135

Domino Data Lab

SEPTEMBER 25, 2019

For an illustration, we will make use of the World Bank API to download gross domestic product (GDP) for a number of countries from 1960 through 2011. Fortunately, the forecast package has a number of functions to make working with time series data easier, including determining the optimal number of diffs. > library(forecast).

Forecasting 87

Forecasting Modeling Statistics Optimization 87

Domino Data Lab

AUGUST 22, 2019

Human brains are not well suited to visualizing anything in greater than three dimensions. Visualizing data using t-SNE. 2011) earlier in this chapter. 2011) is made up of the natural language of reviews from the publicly available Internet Movie Database (IMDb; imdb.com ). Note: Maas, A., Plotting Word Vectors.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111