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. Overview Human-labeled data is ubiquitous in business and science, and platforms for obtaining data from people have become increasingly common. And for thousands of years, measurement was as simple as this.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

CIO Business Intelligence

FEBRUARY 8, 2023

As a result, numerous essential concerns like data collecting and reporting, decision-making, and data optimization are being addressed. Measuring investment and determining ROI plays a big part in this and proving the ROI for customer experience is essential for organisations to continue investment and growth.

ROI 98

ROI Measurement Data Processing Strategy 98

Smart Data Collective

SEPTEMBER 6, 2020

You need to either host the application on your own servers or pay someone to host the application and your data. You’ll also need to provide application and data security. Gathering data on users and processing payments requires attention to security and compliance. Then consider costs to upgrade and update too.

B2B 119

B2B Data Analytics Analytics Cost-Benefit 119

IBM Big Data Hub

NOVEMBER 14, 2023

Data monetization is not narrowly “selling data sets ;” it is about improving work and enhancing business performance by better-using data. External monetization opportunities enable different types of data in different formats to be information assets that can be sold or have their value recorded when used.

Strategy 103

Strategy Data-driven Cost-Benefit Measurement 103

Cloudera

FEBRUARY 23, 2023

Every day in the US thousands of legitimate prescriptions for the opioid class of pharmaceuticals are written to mitigate acute pain during post-operation recovery, chronic back and neck pain, and a host of other cases where patients experience moderate-to-severe discomfort.

Data Analytics 82

Data Analytics Analytics Data Processing Risk 82

Domino Data Lab

MAY 8, 2019

The lens of reductionism and an overemphasis on engineering becomes an Achilles heel for data science work. Instead, consider a “full stack” tracing from the point of data collection all the way out through inference. measure the subjects’ ability to trust the models’ results. training data”) show the tangible outcomes.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Smart Data Collective

FEBRUARY 14, 2020

The money was then traced to companies in Germany and New Zealand, which were responsible for hosting the data. It seems that data leakers did not even use a proxy network and leaked their own information. Unfortunately, the granular data collected by these sites can also fall into the wrong hands.

Big Data 103

Big Data Reporting Risk Advertising 103

IBM Big Data Hub

MARCH 29, 2024

Time-series metrics are a collection of data that is taken at regular intervals such as monthly sales data, or daily application traffic. Clear visibility into this type of data offers insights into patterns, trends and predictions for business planning. Prometheus uses PromQL to aggregate data and metrics.

Metrics 75

Metrics Visualization Measurement Optimization 75

Occam's Razor

JULY 12, 2010

Let's go look at some tools… Measuring "Invisible Virality": Tynt. It measures how often a blog post is tweeted/retweeted. I also measure the # of Comments Per Post as a measure of how "engaging" / "valuable" people found the content to be. Or for that matter how many tools.

Analytics 97

Analytics Measurement Metrics KPI 97

IBM Big Data Hub

MAY 28, 2024

While every data protection strategy is unique, below are several key components and best practices to consider when building one for your organization. What is a data protection strategy? Its principles are the same as those of data protection—to protect data and support data availability.

Strategy 81

Strategy Measurement Risk Cost-Benefit 81

IBM Big Data Hub

FEBRUARY 23, 2024

The GDPR applies to any organization that processes the personal data of European residents, regardless of where that organization is based. Second, a comprehensive inventory makes it easier to comply with user requests to share, update, or delete their data. Organizations may need to update consent forms to meet these requirements.

Measurement 74

Measurement Risk Data Collection Data Processing 74

IBM Big Data Hub

JANUARY 22, 2024

A company can be both a controller and a processor, like a company that both collects phone numbers and uses them to send marketing messages. Processors also include third parties that process data on behalf of controllers, like a cloud storage service that hosts a phone number database for another business.

Measurement 79

Measurement Risk Data Processing Data Collection 79

IBM Big Data Hub

SEPTEMBER 7, 2023

IBM’s watsonx AI and data platform lets you go beyond being an AI user and become an AI value creator. Besides this, we apply a wide range of other quality measures. In addition, IBM will host StarCoder, a large language model for code, including over 80+ programming languages, Git commits, GitHub issues and Jupyter notebooks.

Modeling 101

Modeling Risk Unstructured Data Enterprise 101

Occam's Razor

JANUARY 12, 2015

Helpful post: You Are What You Measure, So Choose Your KPIs (Incentives) Wisely! ]. As we develop more sophistication to our measurement, they'll morph from being attributes of a Visitor to those of a Person. Each bucket has a host of specific segments for you. Checking data collection quality etc.

Analytics 151

Analytics Slice and Dice KPI Metrics 151

AWS Big Data

MARCH 26, 2024

In this post, we discuss how you can use purpose-built AWS services to create an end-to-end data strategy for C360 to unify and govern customer data that address these challenges. We recommend building your data strategy around five pillars of C360, as shown in the following figure.

Data Strategy 94

Data Strategy Strategy Data Warehouse Prescriptive Analytics 94

IBM Big Data Hub

FEBRUARY 7, 2024

This can be quantified by measuring metrics like tree cover, habitat integrity and number of species, and is guided by sustainable development principles. .” Similar to “carbon neutral” in the context of emissions, nature positive refers to stopping, avoiding and reversing environmental destruction.

Reporting 88

Reporting Internet of Things Cost-Benefit Data-driven 88

CIO Business Intelligence

AUGUST 15, 2023

In increasingly politicized times, easily performing RLAs can provide a measure of confidence to the interested voter that elections are being run properly.” San Francisco’s IT effort “provides greater transparency to the public, minimizes human bias, and saves time,” Gerull says. “In

IT 98

IT Manufacturing IoT Cost-Benefit 98

Occam's Razor

APRIL 15, 2019

Sadly still, negative data to the person/team receiving it. A decade ago, data people delivered a lot less bad news because so little could be measured with any degree of confidence. In 2019, we can measure the crap out of so much. Why be hurtin’? It is a lot of stuff!

Measurement 80

Measurement Strategy Data Processing Uncertainty 80

Cloudera

JUNE 6, 2019

The typical Cloudera Enterprise Data Hub Cluster starts with a few dozen nodes in the customer’s datacenter hosting a variety of distributed services. Over time, workloads start processing more data, tenants start onboarding more workloads, and administrators (admins) start onboarding more tenants. Cloudera Manager 6.2

Metadata 90

Metadata Data Lake Optimization Strategy 90

Ontotext

MAY 18, 2020

The capacity and performance of supercomputers is measured with the so-called FLOPS (floating point operations per second). THE ROLE OF TEXT IN HEALTHCARE: Text is a unique resource because medical reports carefully describe the diagnosis associated with multimodal and multimedia data and also the relevant image content.

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

Smart Data Collective

OCTOBER 26, 2019

In the event of a network shutdown or failure, it may take much longer to restore functionality (and therefore connection) to a cloud-hosted off-site backup. Having a physical off-site backup is a much better redundancy measure. However, reasonable is a subjective measure. For enterprise-based users, this is not acceptable.

Big Data 48

Big Data Data Lake Cost-Benefit Measurement 48

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. 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 Data-driven Modeling 64

Alation

JANUARY 17, 2023

Data would be pulled from various sources, organized into, say, a table, and loaded into a data warehouse for mass consumption. This was not only time-consuming, but the growing popularity of cloud data warehouses compelled people to rethink this process. Examples of data transformation tools include dbt and dataform.

Data Warehouse 52

Data Warehouse Cost-Benefit Data Science Data Transformation 52

CIO Business Intelligence

SEPTEMBER 26, 2024

Today, leading enterprises are implementing and evaluating AI-powered solutions to help automate data collection and mapping, streamline administrative support, elevate marketing efficiencies, boost customer support, strengthen their cyber security defenses, and gain a strategic edge. What a difference 18 months makes.

Cost-Benefit 115

Cost-Benefit Risk Enterprise Uncertainty 115

datapine

FEBRUARY 22, 2022

This includes defining the main stakeholders, assessing the situation, defining the goals, and finding the KPIs that will measure your efforts to achieve these goals. A planned BI strategy will point your business in the right direction to meet its goals by making strategic decisions based on real-time data. Ensure data literacy.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

Sisense

JULY 23, 2021

Not only does it support the successful planning and delivery of each edition of the Games, but it also helps each successive OCOG to develop its own vision, to understand how a host city and its citizens can benefit from the long-lasting impact and legacy of the Games, and to manage the opportunities and risks created.

Unstructured Data 105

Unstructured Data Internet of Things Data-driven Data Processing 105

IBM Big Data Hub

MARCH 20, 2024

Moreover, a public cloud model enables companies to automatically scale compute and storage resources up or down (along with data security measures and services) to meet their individual needs. In a public cloud computing model, a cloud service provider (CSP) owns and operates vast physical data centers that run client workloads.

Internet of Things 88

Internet of Things Cost-Benefit Data Processing IoT 88

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. The overall program should set a 2-year vision, mission, and goals, and then focus on execution, measuring progress along the way.

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

Occam's Razor

OCTOBER 12, 2017

Ask them what they worry about, ask them what they are solving for, ask them how they measure success, ask them what are two things on the horizon that they are excited about. The Future of Life Institute hosted a conference in Asilomar in Jan 2017 with just such a purpose. So on and so forth. If you can only watch one… 1.

Marketing 138

Marketing Analytics Machine Learning Strategy 138

Jet Global

MAY 1, 2023

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. How to measure the value.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52