The Unofficial Google Data Science Blog

OCTOBER 31, 2016

By PATRICK RILEY For a number of years, I led the data science team for Google Search logs. We were often asked to make sense of confusing results, measure new phenomena from logged behavior, validate analyses done by others, and interpret metrics of user behavior. Why has this document resonated with so many people over time?

Metrics 107

Metrics Measurement Statistics Data Collection 107

Smart Data Collective

OCTOBER 16, 2023

Big data is generated primarily by three sources: Business Companies generate massive amounts of data daily. Financial data (invoices, transactions, billing data) and internal and external documents (reports, business letters, production plans, and so on) are examples of this.

Big Data 124

Big Data IoT Cost-Benefit Advertising 124

datapine

AUGUST 12, 2020

The importance of this finance dashboard lays within the fact that every finance manager can easily track and measure the whole financial overview of a specific company while gaining insights into the most valuable KPIs and metrics. These reports also enable data collection by documenting the progress you make.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

O'Reilly on Data

JULY 20, 2021

Few things within a home are restricted–possibly a safe with important documents. This measurement of trust and risk is benefited by understanding who could be in front of the device. If you’re designing a device, you need to require users to opt in to data sharing (especially as regions adapt GDPR and CCPA-like regulation).

Risk 335

Risk Software Interactive Modeling 335

Smart Data Collective

MAY 29, 2023

Overcoming representation bias necessitates comprehensive data collection efforts that cover a wide range of languages and dialects, ensuring equal representation and inclusivity. Measuring Bias in Output Results Comprehensive and nuanced approaches are necessary to measure bias in AI translation output results.

Metrics 96

Metrics Measurement Data Collection Strategy 96

Occam's Razor

APRIL 8, 2013

We are far too enamored with data collection and reporting the standard metrics we love because others love them because someone else said they were nice so many years ago. First, you figure out what you want to improve; then you create an experiment; then you run the experiment; then you measure the results and decide what to do.

Metrics 157

Metrics KPI Analytics Key Performance Indicator 157

CIO Business Intelligence

MARCH 24, 2023

The Business Application Research Center (BARC) warns that data governance is a highly complex, ongoing program, not a “big bang initiative,” and it runs the risk of participants losing trust and interest over time. Data-related decisions, processes, and controls subject to data governance must be auditable.

Data Governance 142

Data Governance Management Metadata Data Quality 142

BA Learnings

AUGUST 7, 2021

You can measure the number of click-throughs your products are getting by using web analytics tools like Bitly, for example, to determine if the website is generating the right buzz. However, after putting in place infrastructure for this database, you realize you need to improve your data collection methods.

Digital Transformation 130

Digital Transformation Key Performance Indicator Cost-Benefit KPI 130

CIO Business Intelligence

MAY 29, 2024

Not only can AI tame unmanageable data but it can exponentially increase the value add of this critical asset across the business. Document processing, querying data, and making recommendations are just a few business cases where AI can streamline operations, enhance decision-making, and drive competitive advantage.

Sales 103

Sales Machine Learning Modeling Data Collection 103

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. After a score is assigned to each sentence in a document, analytics are run over the sentences and scores to explore the distribution, which determines the percentage of sentences for filtering.

Modeling 101

Modeling Risk Unstructured Data Enterprise 101

CIO Business Intelligence

JANUARY 17, 2024

The first was becoming one of the first research companies to move its panels and surveys online, reducing costs and increasing the speed and scope of data collection. According to Mohammed, the results of this digital transformation journey are measurable and impressive.

Digital Transformation 120

Digital Transformation Dashboards Data Science Reporting 120

Smart Data Collective

MARCH 28, 2022

The volume of big data can be significantly large, which calls for the need for a data analytics system to help efficiently process the information and make strategic decisions based on it. Professional training should be given to managers and teachers who are involved in data collection and assessment to avoid human errors.

Data Analytics 105

Data Analytics Software Analytics Statistics 105

CIO Business Intelligence

OCTOBER 2, 2024

And the other is retrieval augmented generation (RAG) models, where pieces of data from a larger source are vectorized to allow users to “talk” to the data. For example, they can take a thousand-page document, have it ingested by the model, and then ask the model questions about it.

Management 141

Management Data Governance Cost-Benefit Structured Data 141

Smart Data Collective

DECEMBER 20, 2019

The data that IoT devices collect can inform and enable action throughout the scope of a project and even beyond. Alternatively, IoT can measure and identify public roadways that need servicing. IoT technology can reduce tension by collecting relevant information in real time and delivering it to the necessary parties.

IoT 87

IoT Internet of Things Measurement Reporting 87

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

JANUARY 22, 2024

The practical steps an organization takes to meet these requirements will depend on its location, resources and data processing activities, among other factors. The GDPR defines the circumstances under which companies can legally process personal data. The organization only collects the minimum amount of data necessary. .”

Measurement 79

Measurement Data Processing Risk Data Collection 79

CIO Business Intelligence

AUGUST 1, 2023

Data collection on tribal languages has been undertaken for decades, but in 2012, those working at the Myaamia Center and the National Breath of Life Archival Institute for Indigenous Languages realized that technology had advanced in a way that could better move the process along.

Risk 98

Risk IT Software Digital Transformation 98

CIO Business Intelligence

JULY 20, 2023

I’ll never forget the look on my first mortgage clients’ faces as they signed for their new home – the joy and relief washing over them in equal measure. Workflow automation and data analytics are streamlining document management, cross-checking data, assessing for risk, ensuring regulatory compliance, and so on.

Technology 98

Technology Advertising Finance Digital Transformation 98

CIO Business Intelligence

FEBRUARY 13, 2023

Measure performance of the current process by establishing a data collection plan to determine defects and gather metrics. At this stage, it’s important to establish performance baselines, future goals, and how performance will be measured.

Management 97

Management Statistics Manufacturing Measurement 97

IBM Big Data Hub

FEBRUARY 9, 2023

Technology and data architecture play a crucial role in enabling data governance and achieving these objectives. Focus and prioritize what you’re delivering to the business, determine what you need, deliver and measure results, refine, expand, and deliver against the next priority objectives. Don’t try to do everything at once!

Data Governance 76

Data Governance Business Objectives Data Quality Measurement 76

IBM Big Data Hub

SEPTEMBER 11, 2023

How to quantify the impact : Quantify, articulate and measure the expected long-term benefit of a capability to justify the investment. This strategy is not based on a “gut feel” or anecdotal knowledge of a few individuals, but on a well-documented, expansive set of findings, business analysis and calculated projections.

Data-driven 85

Data-driven IT Measurement Cost-Benefit 85

Sisense

JULY 23, 2021

We’ve had a growing realization that we need to measure the Games more precisely so that we can manage it more effectively going forward,” Chris says. Our Olympic Games Executive Director Christophe Dubi has a very strong belief in the notion that we can’t properly manage an Olympic event unless we can measure it.”.

Unstructured Data 105

Unstructured Data Internet of Things Data-driven Data Processing 105

IBM Big Data Hub

FEBRUARY 7, 2024

In addition to CSRD, California has new mandatory reporting rules coming into play in 2024, while countries around the world are on the verge of implementing their own non-financial disclosure and documentation requirements. The goal is for there to be more nature by 2030 than there is today—which means taking actionable steps in 2024.

Reporting 88

Reporting Internet of Things Cost-Benefit Data-driven 88

Cloudera

AUGUST 17, 2020

The CDM process has the goal of enabling our COEs (Customer Operations Engineers) to document the diagnostic path they followed when helping resolve the customer’s issue. This includes documenting any existing content that aided in either identifying the cause or in delivering the solution.

Testing 88

Testing Machine Learning Interactive Metrics 88

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. For a full list of approved legal bases, see the GDPR compliance page.

Measurement 74

Measurement Risk Data Collection Data Processing 74

Domino Data Lab

AUGUST 12, 2021

Taking a closer look at the data you will notice that some columns have questions marks ? For this dataset that is the way the data collection denotes missing data. Let’s look at some examples of the data in the dataset: masses.iloc[[20, 456, 512],:]. Severity is made out of integers.

Machine Learning 126

Machine Learning Reporting Statistics Visualization 126

Jet Global

MAY 15, 2020

A financial Key Performance Indicator (KPI) or metric is a quantifiable measure that a company uses to gauge its financial performance over time. Under modern day reporting standards, companies are formally obligated to present their financial data in the following statements: balance sheet, income statement, and cash flow statement.

Metrics 98

Metrics Finance Reporting KPI 98

Jet Global

AUGUST 23, 2021

Used primarily in a strategic context by corporate Finance Divisions and Boards of Directors, financial statements are key documents that must be prepared and produced with care. In this context, an average of almost 30% of Administration and Finance Divisions think that data collection can be improved.

Finance 52

Finance Data Collection Reporting Data Quality 52

IBM Big Data Hub

AUGUST 11, 2023

Gathering data from machines, sensors, operators and other Industrial Internet of Things (IIoT) devices, they provide accurate and up-to-date insights into the status of production activities. They also support the measurement of overall equipment effectiveness (OEE) , a significant metric used to gauge manufacturing efficiency.

Software 68

Software Manufacturing Internet of Things Cost-Benefit 68

IBM Big Data Hub

APRIL 24, 2024

It replaces an earlier data protection law and implements many of the same rights, requirements, and penalties as its EU counterpart. The Personal Information Protection and Electronic Documents Act (PIPEDA) Canada’s PIPEDA governs how private-sector businesses collect and use consumer data.

Risk 78

Risk Measurement Data Governance Insurance 78

AWS Big Data

MARCH 28, 2024

Krones equips their lines with sensors for data collection, which can then be evaluated against rules. It provides support in the organization, prioritization, management, and documentation of all activities in the company. So how to detect a failure? The event time is the timestamp from when the event was created at the source.

Management 110

Management Broadcasting IoT Metrics 110

Alation

SEPTEMBER 9, 2021

Banks collect and manage a lot of sensitive data. And, the data collection doesn’t stop there — rich insights like transactions and purchasing information help to round out customer profiles. Identifying structured and unstructured data that needs to be protected. Tagging data types.

Data Governance 52

Data Governance Data Strategy Strategy Unstructured Data 52

FineReport

JUNE 26, 2023

Serving as foundational documents : Performance reports serve as the groundwork for other reports and documentation. Internal performance reports serve as a fundamental source for preparing external reports and documents, given that the required data is already collected.

Reporting 52

Reporting Key Performance Indicator Sales Visualization 52

IBM Big Data Hub

OCTOBER 17, 2023

Broadly speaking, application monitoring software measures application performance, security and compliance, sends alerts when performance baselines are not met, provides insight into the root causes of performance issues and uses automation to resolve detected issues before they impact the end-user experience.

Metrics 70

Metrics Optimization Software Measurement 70

FineReport

MAY 27, 2022

Financial reports (also known as financial statements ) are formal documents used to comprehensively and accurately record and reflect an enterprise’s financial conditions, operating results, and cash flows in a specific period. Step 2: Collect financial data. First, you need to collect and organize the original receipts.

Reporting 52

Reporting Dashboards KPI Metrics 52

Jet Global

JULY 8, 2020

A distribution Key Performance Indicator (KPI) or metric is a measure that a company in the distribution sector uses to monitor its performance and efficiency. These metrics help companies identify areas of operational success and failure through measuring specific quantifiable aspects of their business. What Is a Distribution KPI?

Metrics 52

Metrics Reporting KPI Key Performance Indicator 52

Alation

DECEMBER 15, 2021

Modern business is built on a foundation of trusted data. Yet high-volume collection makes keeping that foundation sound a challenge, as the amount of data collected by businesses is greater than ever before. An effective data governance strategy is critical for unlocking the full benefits of this information.

Data Governance 52

Data Governance Strategy Metadata Data Strategy 52