Cloudera

SEPTEMBER 20, 2022

This blog is intended to serve as an ethics sheet for the task of AI-assisted comic book art generation, inspired by “ Ethics Sheets for AI Tasks.” AI-assisted comic book art generation is a task I proposed in a blog post I authored on behalf of my employer, Cloudera. arXiv, January 26, 2021. Introduction. Conclusion.

Deep Learning 85

Deep Learning Cost-Benefit Risk Data-driven 85

IBM Big Data Hub

JANUARY 10, 2023

A recent Leadership IQ survey in 2021 reported by Forbes states that ‘only 29% of employees say that their leader’s vision for the future always seems to be aligned with the organization’s’. The post How to unlock a scientific approach to change management with powerful data insights appeared first on Journey to AI Blog.

Management 52

Management Data-driven Data mining Business Objectives 52

Alation

MARCH 8, 2022

Our CEO provides quarterly updates on how we are measuring against our goals. While we actively track all demographics of our employees, in looking simply at the metric of employees identifying themselves as male or female genders, the percent of identifying women jumped from 13% in 2020 to nearly 30% in 2021.

Sales 52

Sales Data Processing Finance Metrics 52

The Unofficial Google Data Science Blog

JULY 18, 2023

E ven after we account for disagreement, human ratings may not measure exactly what we want to measure. Researchers and practitioners have been using human-labeled data for many years, trying to understand all sorts of abstract concepts that we could not measure otherwise. That’s the focus of this blog post.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

datapine

MARCH 31, 2022

billion by the end of 2021. S/He is responsible for providing cost-effective solutions to achieve business objectives, comparing operational progress against project development while assisting in planning budgets, forecasts, timelines, and developing reports on performance metrics. million in the USA alone.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

DataKitchen

NOVEMBER 18, 2021

For see the entire results of the data engineering survey, please visit “ 2021 Data Engineering Survey: Burned-Out Data Engineers are Calling for DataOps.”. Instead, you’ll focus on managing change in governance policies and implementing the automated systems that enforce, measure, and report governance. Blaming and finger-pointing.

Testing 246

Testing Data Governance Measurement Software 246

Alation

SEPTEMBER 30, 2022

Today, there are more than 1,000, with Alation joining the unicorn herd in June 2021. In 2021, SaaS multiples hit all-time highs, with 520 new companies becoming unicorns that year alone. In this blog, I’ll talk about the data catalog and data intelligence markets, and the future for Alation. Subscribe to Alation's Blog.

Measurement 92

Measurement Metrics Data Governance Sales 92

DataKitchen

NOVEMBER 29, 2021

Quality test suites will enforce “equity,” like any other performance metric. Since April 2021, 24 million workers have quit their jobs. It includes testing and monitoring of data pipelines using tests, metrics, logs and other artifacts. Model developers will test for AI bias as part of their pre-deployment testing.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

Andrew White

JANUARY 9, 2022

I would take a look at our Top Trends for Data and Analytics 2021 for additional AI, ML and related trends. Can you remind where we can find the mentioned blog? First, how we measure emissions and carbon footprint is about data design and policy. In other words, D&A plays a key role in the foundational measuring angle.

Analytics 64

Analytics Measurement Modeling Data-driven 64

IBM Big Data Hub

FEBRUARY 15, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important as it relates to a company’s business model, risk management strategy , reporting requirements and more. This lack of meaningful metrics isn’t necessarily by design, though.

Reporting 84

Reporting Consulting Risk Metrics 84

John Wheeler

NOVEMBER 25, 2020

IRM technology product leaders will need to develop IRM capabilities that are capable of addressing the IRM market insights outlined in this blog post. Provide a full view of business operations by delivering forward-looking measures of related risk to help customers successfully navigate the COVID-19 recovery. Key Findings.

Marketing 110

Marketing Risk Management Risk Digital Transformation 110

Cloudera

AUGUST 16, 2021

For each flow deployment, you can open the deployment details pane which shows you KPIs you have defined, system metrics as well as system events and alerts. Boost your operational efficiencies by deploying flows in a streamlined manner and by defining key metrics to measure their performance. Key Benefits.

Dashboards 107

Dashboards KPI Metrics Cost-Benefit 107

DataRobot Blog

APRIL 4, 2022

MMM stands for Marketing Mix Model and it is one of the oldest and most well-established techniques to measure the sales impact of marketing activity statistically. It is pretty obvious to a data scientist that the only way one can measure the effect of an event is by knowing which events are happening at what time. What is MMM?

Machine Learning 52

Machine Learning Sales Measurement ROI 52

Alation

OCTOBER 28, 2021

This means establishing and enforcing policies and processes, standards, roles, and metrics. The 2021 Data Breach Investigations Report found that in healthcare: 61% of data breaches were caused by external actors. Monitor, Measure, and Continuously Improve. Subscribe to Alation's Blog.

Data Governance 52

Data Governance Measurement Modeling Metrics 52

Alation

AUGUST 5, 2021

Completeness is defined as a measure of the percentage of data that is missing within a dataset. Timeliness measures how up-to-date or antiquated the data is at any given moment. Such measures include: Establish employee and interdepartmental buy-in across the enterprise. Set clearly defined metrics.

Data Quality 52

Data Quality IT Data Governance Sales 52

datapine

SEPTEMBER 16, 2022

Now that you’re sold on the power of data analytics in addition to data-driven BI, it’s time to take your journey a step further by exploring how to effectively communicate vital metrics and insights in a concise, inspiring, and accessible format through the power of visualization. back on every dollar spent.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

Cloudera

APRIL 22, 2021

American Climate Leadership Summit (ACLS 2021) – This event held April 27-29 is the 10th annual event bringing together climate leaders. In a recent FRTB blog post , I wrote about the increased data and compute needs related to ready for FRTB. We’ll see what other countries announce too. Stay tuned.

Marketing 68

Marketing Finance Insurance Reporting 68

DataKitchen

APRIL 26, 2021

In early April 2021, DataKItchen sat down with Jonathan Hodges, VP Data Management & Analytics, at Workiva ; Chuck Smith, VP of R&D Data Strategy at GlaxoSmithKline (GSK) ; and Chris Bergh, CEO and Head Chef at DataKitchen, to find out about their enterprise DataOps transformation journey, including key successes and lessons learned.

Measurement 246

Measurement Metrics Data-driven Testing 246

DataKitchen

JUNE 24, 2021

In May 2021 at the CDO & Data Leaders Global Summit, DataKitchen sat down with the following data leaders to learn how to use DataOps to drive agility and business value. One of the keys for our success was really focusing that effort on what our key business initiatives were and what sorts of metrics mattered most to our customers.

ROI 211

ROI Metrics Measurement Cost-Benefit 211

AWS Big Data

JUNE 15, 2023

For example, the AWS Analytics sales leadership team uses QuickSight and Q to track key metrics for their region as part of their monthly business review. Check out more QuickSight use cases and success stories on the AWS Big Data Blog. Examples of metrics that are not summative are percentages, percentiles, and medians.

Sales 66

Sales Dashboards Visualization Testing 66

Cloudera

JUNE 16, 2022

This blog aims to answer two questions as illustrated in the diagram below: How have stream processing requirements and use cases evolved as more organizations shift to “streaming first” architectures and attempt to build streaming analytics pipelines? The post Turning Streams Into Data Products appeared first on Cloudera Blog.

Data Lake 84

Data Lake Manufacturing Metadata Dashboards 84

Domino Data Lab

AUGUST 1, 2021

Because of its architecture, intrinsically explainable ANNs can be optimised not just on its prediction performance, but also on its explainability metric. but it generally relies on measuring the entropy in the change of predictions given a perturbation of a feature. regression, multi-class classification etc.), See Wei et al.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139