Sisense

MAY 26, 2020

While training a model for NLP, words not present in the training data commonly appear in the test data. Because of this, predictions made using test data may not be correct. Using the semantic meaning of words it already knows as a base, the model can understand the meanings of words it doesn’t know that appear in test data.

Unstructured Data 98

Unstructured Data Big Data Testing Machine Learning 98

O'Reilly on Data

OCTOBER 11, 2022

Selenium , the first tool for automated browser testing (2004), could be programmed to find fields on a web page, click on them or insert text, click “submit,” scrape the resulting web page, and collect results. But the core of the process is simple, and hasn’t changed much since the early days of web testing. What’s required?

Data Integration 295

Data Integration Insurance Dashboards Modeling 295

IBM Big Data Hub

FEBRUARY 8, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important in investment decision-making over the years. But while the term ESG was first coined in 2004 by the United Nations Global Compact, the concept has been around for much longer.

Measurement 77

Measurement Metrics Reporting Strategy 77

The Unofficial Google Data Science Blog

MARCH 22, 2018

An experimenter, once their candidate product change is ready for testing, often needs only to write a few lines of configuration code to begin an experiment. 465, 2004, pp. Background At Google, experimentation is an invaluable tool for making decisions and inference about new products and features. Ten, et al.

Experimentation 62

Experimentation Measurement Modeling Statistics 62

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

With more features come more potential post hoc hypotheses about what is driving metrics of interest, and more opportunity for exploratory analysis. Yet when we use these tools to explore data and look for anomalies or interesting features, we are implicitly formulating and testing hypotheses after we have observed the outcomes.

Experimentation 61

Experimentation Testing Statistics Metrics 61

datapine

APRIL 16, 2019

While sometimes it’s okay to follow your instincts, the vast majority of your business-based decisions should be backed by metrics, facts, or figures related to your aims, goals, or initiatives that can ensure a stable backbone to your management reports and business operations. In most cases, this can prove detrimental to the business.

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

Jet Global

MAY 1, 2023

2004: First went public 2021: Annual revenue of $21.25 As a result, end users can better view shared metrics (backed by accurate data), which ultimately drives performance. When treating a patient, a doctor may wish to study the patient’s vital metrics in comparison to those of their peer group.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52