O'Reilly on Data

APRIL 23, 2024

They published the original Transformer paper (not quite coincidentally called “Attention is All You Need”) in 2017, and released BERT , an open source implementation, in late 2018, but they never went so far as to build and release anything like OpenAI’s GPT line of services. I think not. Let’s not wait till the robber barons are back.

Advertising 270

Advertising Cost-Benefit Marketing Risk 270

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. In response, asset managers began to develop ESG strategies and metrics to measure the environmental and social impact of their investments.

Measurement 87

Measurement Metrics Reporting Strategy 87

Smart Data Collective

JANUARY 4, 2023

First, this innovative technology reduces the risk of errors. According to a study published in the Journal of the American Medical Association, electronic health records (EHRs) and other data-tracking systems can help reduce billing errors by up to 50%. Wearable technology can be worn on the body to monitor various health metrics.

Technology 112

Technology Big Data Metrics Data-driven 112

DataKitchen

SEPTEMBER 20, 2021

Minimize Deployment Risk. The self-service team in New Jersey uses sandboxes aligned with their data pipeline (Add Data, Deploy, Publish). Measurement DataOps. Once you’ve made progress with your production and development processes, it’s time to start measuring and improving your processes with Measurement DataOps.

Testing 246

Testing Metrics Measurement Dashboards 246

IBM Big Data Hub

APRIL 9, 2024

This makes it possible to then use watsonx.governance to evaluate the quality of the output, using metrics such as ROUGE, METEOR and perplexity scores while using HAP guardrails to eliminate any hate, abuse or profanity content. We also measure response time since this is a near real-time system. .” Watsonx.ai

Management 88

Management IT Machine Learning Metrics 88

Alation

AUGUST 17, 2022

The Risks of Early Data Governance Programs. The biggest risk was a lack of ownership. Too often, organizations don’t educate their users about data governance, security, and business risk,” claims analyst Jack Gold. If your definitions are bad, so is your governance/risk/security. Enterprise risk management.

Data Governance 92

Data Governance Risk Data-driven Measurement 92

Cloudera

DECEMBER 3, 2021

Surely there are ways to comb through the data to minimise the risks from spiralling out of control. In 2019, the Gradient institute published a white paper outlining the practical challenges for Ethical AI. Uncertainty is a measure of our confidence in the predictions made by a system. We need to get to the root of the problem.

Uncertainty 102

Uncertainty Measurement Metrics Risk 102

O'Reilly on Data

MARCH 31, 2020

You might establish a baseline by replicating collaborative filtering models published by teams that built recommenders for MovieLens, Netflix, and Amazon. It may even be faster to launch this new recommender system, because the Disney data team has access to published research describing what worked for other teams.

Management 332

Management Machine Learning Experimentation Metrics 332

CIO Business Intelligence

SEPTEMBER 20, 2023

Agile is an amazing risk management tool for managing uncertainty, but that’s not always obvious.” The key is recognizing that planning must be an agile discipline, not a standalone activity performed independently of agile teams. He recommends that leaders identify a metric that focuses on value to the customer.

Digital Transformation 133

Digital Transformation Uncertainty Metrics Business Objectives 133

Smart Data Collective

JULY 9, 2023

Understanding E-commerce Conversion Rates There are a number of metrics that data-driven e-commerce companies need to focus on. It is a crucial metric that provides priceless information about your website’s ability to transform visitors into paying customers. Some of the most important is conversion rates.

Optimization 74

Optimization Data Analytics Analytics Data-driven 74

CIO Business Intelligence

MAY 16, 2022

ITIL’s systematic approach to IT service management (ITSM) can help businesses manage risk, strengthen customer relations, establish cost-effective practices, and build a stable IT environment that allows for growth, scale, and change. In 2011, another update — dubbed ITIL 2011 — was published under the Cabinet Office.

IT 105

IT Cost-Benefit ROI Risk 105

AWS Big Data

APRIL 3, 2024

Many organizations already use AWS Glue Data Quality to define and enforce data quality rules on their data, validate data against predefined rules , track data quality metrics, and monitor data quality over time using artificial intelligence (AI). Other organizations monitor the quality of their data through third-party solutions.

Data Quality 94

Data Quality Visualization Metadata Metrics 94

Jet Global

OCTOBER 28, 2020

A CFO Key Performance Indicator (KPI) or metric is a quantifiable high level measure of financial performance. These performance metrics can also be used to measure a company’s financial performance relative to competitors in the same industry. KPIs and Metrics for the CFO’s Dashboard.

Dashboards 52

Dashboards KPI Metrics Measurement 52

Sisense

SEPTEMBER 3, 2020

Besides strong technical skills (for instance, use of Hadoop, programming in R and Python , math, statistics), data scientists should also be able to tackle open-ended questions and undirected research in ways that bring measurable business benefits to their organization. See an example: Explore Dashboard.

Statistics 97

Statistics Metrics Visualization Finance 97

IBM Big Data Hub

AUGUST 7, 2023

2,3 When clinical trials are prematurely discontinued due to trial site underperformance, the research questions remain unanswered and research findings end up not published. A mitigation plan facilitates trial continuity by providing contingency measures and alternative strategies. This is in line with existing sector benchmarks.

Optimization 61

Optimization Forecasting Data-driven Strategy 61

Cloudera

SEPTEMBER 20, 2022

Designers of AI systems for art should identify which images in their training sets strongly influenced a result using metrics of image similarity, in order to both credit the influence appropriately (perhaps monetarily) and facilitate avoiding plagiarism. Cham: Springer International Publishing, 2016. Misuse — what could go wrong?

Deep Learning 89

Deep Learning Cost-Benefit Risk Data-driven 89

IBM Big Data Hub

AUGUST 11, 2023

The term was originally coined in 2015 in a published research paper called, “Hidden Technical Debts in the Machine Learning System,” which highlighted common problems that arose when using machine learning for business applications. Reduced risk—Machine learning models need review and scrutiny.

Data Science 59

Data Science Machine Learning Cost-Benefit Deep Learning 59

O'Reilly on Data

MAY 27, 2020

Using the new scores, Apgar and her colleagues proved that many infants who initially seemed lifeless could be revived, with success or failure in each case measured by the difference between an Apgar score at one minute after birth, and a second score taken at five minutes.

Risk 355

Risk Testing Measurement Reporting 355

datapine

JANUARY 18, 2023

This insightful report displays relevant metrics such as the top-performing agents, net promoter score, and first contact resolution rate, among others. It serves up a balanced blend of metrics that will empower you to boost engagement as well as retention rates.

Reporting 201

Reporting Metrics Dashboards Visualization 201

IBM Big Data Hub

MARCH 26, 2024

While ESG seeks to provide standard methods and approaches to measuring across environmental, social and governance KPIs, and holds organizations accountable for that performance, sustainability is far broader. How is sustainability managed—as an annual measuring exercise or an ongoing effort that supports business transformation?

Measurement 68

Measurement Metrics Strategy Reporting 68

AWS Big Data

JANUARY 16, 2024

This lets you to define, avoid, and handle disruption risks as part of your business continuity plan. Detect disasters in the primary environment: Proactive monitoring through metrics and alarms Prompt detection of disasters in the primary environment is crucial for timely disaster recovery.

Strategy 104

Strategy Metadata Metrics Dashboards 104

CIO Business Intelligence

AUGUST 5, 2022

If CIOs can’t master operational excellence – “keeping the lights on” – they lose credibility with their peers and run the risk that the spotty Wi-Fi in the executive conference room will overshadow new innovations. For example, you may determine that 30% of your overall SQI will be driven by the Issue Resolution quality metrics.

Metrics 105

Metrics Dashboards Measurement Data-driven 105

Insight

FEBRUARY 19, 2020

Using variability in machine learning predictions as a proxy for risk can help studio executives and producers decide whether or not to green light a film project Photo by Kyle Smith on Unsplash Originally posted on Toward Data Science. Hollywood is a $10 billion-a-year industry, and movies range from huge hits to box office bombs.

Risk 67

Risk ROI Modeling Metrics 67

DataKitchen

NOVEMBER 18, 2021

As requests pile up, the data analytics team risks being viewed as bureaucratic and unresponsive. Instead, you’ll focus on managing change in governance policies and implementing the automated systems that enforce, measure, and report governance. Measure your processes (and improve them). In other words, governance-as-code.

Testing 246

Testing Data Governance Measurement Software 246

AWS Big Data

SEPTEMBER 22, 2023

If you’d like to know more background about how we use Kafka at Stitch Fix, please refer to our previously published blog post, Putting the Power of Kafka into the Hands of Data Scientists. Monitoring and metrics MirrorMaker comes equipped with built-in metrics to monitor replication lag and other essential parameters.

Management 108

Management Metrics Cost-Benefit Data Lake 108

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 85

Reporting Consulting Risk Metrics 85

IBM Big Data Hub

JUNE 1, 2023

The rule proposal would require US publicly traded companies to disclose annually how their businesses are assessing, measuring and managing climate-related risks. This would include disclosure of greenhouse gas emissions as a measure of exposure to climate-related risk.

Risk 58

Risk Reporting Measurement Finance 58

IBM Big Data Hub

FEBRUARY 22, 2024

Defense leaders focused on operationalizing the responsible curation of AI must first agree upon a shared vocabulary—a common culture that guides safe, responsible use of AI—before they implement technological solutions and guardrails that mitigate risk. Designate accountable people to mitigate these risks.

Metadata 103

Metadata Measurement Risk Modeling 103

FineReport

MAY 25, 2023

An HR dashboard functions as an advanced analytics tool that utilizes interactive data visualizations to present crucial HR metrics. KPIs and Metrics of an HR Dashboard A human resources dashboard should incorporate various essential metrics that offer a comprehensive organizational overview. What is an HR Dashboard?

Dashboards 52

Dashboards Metrics Cost-Benefit Key Performance Indicator 52

CIO Business Intelligence

MAY 28, 2022

Board members are holding executive leadership accountable to hit published targets and meet evolving regulatory requirements, potential customers are making sustainability goals a condition of contracts, and employees are gravitating to companies with strong ESG track records. IT operations due for a sustainability makeover.

Cost-Benefit 93

Cost-Benefit Optimization Metrics Measurement 93

CIO Business Intelligence

MAY 26, 2022

Board members are holding executive leadership accountable to hit published targets and meet evolving regulatory requirements, potential customers are making sustainability goals a condition of contracts, and employees are gravitating to companies with strong ESG track records. IT operations due for a sustainability makeover.

Cost-Benefit 90

Cost-Benefit Optimization Metrics Measurement 90

Peter James Thomas

AUGUST 12, 2018

These normally appear at the end of an article, but it seemed to make sense to start with them in this case: Recently I published Building Momentum – How to begin becoming a Data-driven Organisation. It is hard to account for such tweaking in measurement systems. Pertinence and fidelity of metrics developed from Data.

Metrics 49

Metrics Statistics Data Quality Measurement 49

Cloudera

MAY 13, 2021

WM saves time and reduces risks during upgrades or migrations. After a job ends, WM gets information about job execution from the Telemetry Publisher, a role in the Cloudera Manager Management Service. Performance metrics appear in charts and graphs. . Or, to measure release adoption, how many customers run certain releases?

Management 72

Management Data Warehouse Interactive Reporting 72

Andrew White

JANUARY 9, 2022

I try to relate as much published research as I can in the time available to draft a response. We will publish a new Top Trends for D&A for 2022 in a couple of months. First, how we measure emissions and carbon footprint is about data design and policy. I hope they are helpful. Keep a watch on Gartner.com.

Analytics 64

Analytics Measurement Modeling Data-driven 64

AWS Big Data

JUNE 6, 2023

AWS Glue Data Quality is a new feature of AWS Glue that measures and monitors the data quality of Amazon Simple Storage Service (Amazon S3)-based data lakes, data warehouses, and other data repositories. Select Publish run metrics to Amazon CloudWatch. This reduces the risk of making decisions based on incorrect information.

Data Quality 76

Data Quality Data Lake Data-driven Metrics 76

AWS Big Data

JANUARY 31, 2024

Transaction cost analysis (TCA) is widely used by traders, portfolio managers, and brokers for pre-trade and post-trade analysis, and helps them measure and optimize transaction costs and the effectiveness of their trading strategies. SIAC has recommended that firms prepare for peak data rates of up to 37.3 GBits per second.

Marketing 88

Marketing Analytics Visualization Strategy 88

Occam's Razor

FEBRUARY 10, 2016

I can report on pageviews and bounce rates and sessions and all the other lovely metrics we normally obsess about. Now, all those other metrics suddenly have a purpose and context. If you don't, you are risking being prosecuted for criminal behavior! [If It's a must.]. I find the word conversions a bit repressive.

Analytics 80

Analytics Metrics Key Performance Indicator Slice and Dice 80