Domino Data Lab

MAY 20, 2021

Working with highly imbalanced data can be problematic in several aspects: Distorted performance metrics — In a highly imbalanced dataset, say a binary dataset with a class ratio of 98:2, an algorithm that always predicts the majority class and completely ignores the minority class will still be 98% correct. Morgan Kaufmann Publishers Inc.

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136

Domino Data Lab

FEBRUARY 4, 2019

In other words, your talk didn’t quite stand out enough to put onstage, but you still get “publish or perish” credits for presenting. The ability to measure results (risk-reducing evidence). These two points provide a different kind of risk management mechanism which is effective for science, specifically data science.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

datapine

AUGUST 29, 2022

Due to this book being published recently, there are not any written reviews available. 4) Big Data: Principles and Best Practices Of Scalable Real-Time Data Systems by Nathan Marz and James Warren. and this book will give you an insight into their data collecting procedures and the reasons behind them.

Big Data 263

Big Data Data Analytics Analytics Data mining 263

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

Implicitly, there was a prior belief about some interesting causal mechanism or an underlying hypothesis motivating the collection of the data. As computing and storage have made data collection cheaper and easier, we now gather data without this underlying motivation. What is to be done?

Experimentation 61

Experimentation Testing Statistics Metrics 61

Jet Global

JUNE 30, 2021

A chief executive officer (CEO) key performance indicator (KPI) or metric is a relative performance measure that a CEO will use to make informed decisions. This CEO metric is used to measure how much money a company generates from its ongoing operations. It measures the profitability of a company with respect to stockholder’s equity.

Metrics 106

Metrics KPI Dashboards Advertising 106

Jet Global

NOVEMBER 15, 2021

A Tax Key Performance Indicator (KPI) or metric is a clearly defined quantifiable measure that an organization, or business, uses to measure the success of its Tax Function over time. In order to effectively manage tax cost, it is important to look at the tax KPIs that will help the tax function measure their effectiveness.

Metrics 52

Metrics Reporting KPI Risk Management 52

Jet Global

JUNE 30, 2023

You can then apply your methodology and measure your effectiveness or alignment based on what is actually happening with your business. Intelligent data management solutions implement and enforce data-cleansing rules to validate the quality of the data driving transfer pricing.

Cost-Benefit 88

Cost-Benefit Software Enterprise Reporting 88

Jet Global

DECEMBER 20, 2021

Perhaps just as importantly, capital planning software enables organizations to measure and monitor the performance of their capex investments to better understand which assets are performing to expectations and which are not. However, they can sometimes be overly simplistic when compared to a more intentional “bottom-up” approach.

Software 52

Software Recreation/Entertainment ROI Finance 52

Jet Global

NOVEMBER 2, 2021

University KPIs are the tools that many universities use to measure their success and progress towards their goals. This information can be used to provide insightful financial forecasting for the accounting department. Effective Data Collection. Accurate and Realistic Goals.

Metrics 52

Metrics Reporting KPI Key Performance Indicator 52

Jet Global

APRIL 3, 2024

With the complexities of consolidation being both time-consuming and intricate, the decision to migrate to the cloud isn’t a matter of ‘if’ but ‘when’ Cloud solutions offer centralized data management, eliminating scattered spreadsheets and manual input, ensuring consistent and accurate data organization-wide.

Reporting 52

Reporting Cost-Benefit Software Forecasting 52

Jet Global

MAY 23, 2022

ASC 740 also provides standards for measuring, recognizing and reporting uncertain tax positions. This makes it possible to report actual year-to-date results and forecast data, for example. Complying with ASC 740 is a particularly complex challenge for public companies. It’s also an area of increased focus from the SEC.

Reporting 52

Reporting Enterprise Finance Software 52

Jet Global

MAY 1, 2023

Healthcare is forecasted for significant growth in the near future. Manage compliance through up-to-the-minute performance measures, workflow automation, and essential regulatory reports. Let’s just give our customers access to the data. You’ve settled for becoming a data collection tool rather than adding value to your product.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

Jet Global

MARCH 4, 2024

Built on proven technology trusted by thousands, it delivers investor-grade data with robust controls, audit trails, and security. Enjoy a modular approach, starting with data collection or reporting based on your needs. Ditch gut feelings and embrace data-driven decision-making.

Reporting 52

Reporting Data-driven Software Risk 52