O'Reilly on Data

MAY 21, 2019

Modernize existing applications such as recommenders, search ranking, time series forecasting, etc. Consider deep learning, a specific form of machine learning that resurfaced in 2011/2012 due to record-setting models in speech and computer vision. Use ML to unlock new data types—e.g., images, audio, video.

Machine Learning 279

Machine Learning Technology Deep Learning Data Science 279

Jedox

JUNE 24, 2021

They specialize in technology infrastructure, data and analytics of the go-to-market processes to measure the effectiveness of each channel, the overall performance of the marketing program and the sales organization, and support customer, product and market analysis and A/B testing. Finding and leveraging the right data tools.

Sales 95

Sales Marketing Optimization Metrics 95

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

AWS Big Data

JULY 16, 2024

The new approach would need to offer the flexibility to integrate new technologies such as machine learning (ML), scalability to handle long-term retention at forecasted growth levels, and provide options for cost optimization. Zurich has done testing with Amazon SageMaker and has plans to add this capability in the near future.

Insurance 130

Insurance Management Cost-Benefit Optimization 130

AWS Big Data

MAY 4, 2023

Dataset Variables Disk Size Xarray Dataset Size Region ERA5 2011–2020 (120 netcdf files) 53.5GB 364.1 Jupyter notebook As part of the solution launch, we deploy a preconfigured Jupyter notebook to help test the cross-Regional Dask solution. The following table summarizes our dataset details.

Data Processing 121

Data Processing Metadata Informatics Interactive 121

Occam's Razor

FEBRUARY 22, 2010

Feel better? : ) When should you start doing paid search advertising for tours to Italy for 2011? Similar tools are available from Microsoft: Entity Association, Keyword Group Detection, Keyword Forecast, and Search Funnels (all at Microsoft adCenter Labs ). If steps 1 and 2 pass the sniff test, use the data. In May 2010 (!).

Metrics 124

Metrics Advertising Reporting Data Collection 124

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. This may be accomplished through a wide variety of tests, to develop a deeper introspection into how the model behaves. Conclusion.

Risk 52

Risk Modeling Metrics Business Objectives 52