KDnuggets

OCTOBER 11, 2019

In this upcoming webinar on Oct 23 @ 10 AM PT, learn why you should invest time in monitoring your machine learning models, the dangers of not paying attention to how a model’s performance can change over time, metrics you should be gathering for each model and what they tell you, and much more.

Machine Learning 58

Machine Learning Metrics Modeling 58

Andrew White

JANUARY 14, 2020

There was a great article in the US print edition of the WSJ in December 16 2019. Finally, the article highlights how, by taking tax out of the analysis, the two metrics were more closely aligned in the 1970s. Other related blogs: 2019 Give up those Measures and Metrics to Succeed – Really. 2019 The Right Metric Matters.

Metrics 80

Metrics Measurement Forecasting Reporting 80

Rocket-Powered Data Science

OCTOBER 16, 2020

The survey also had forward-looking questions, as well as historical comparisons and trends from results of similar “state of AI in the enterprise” surveys in 2018 and 2019. 2) The percentage who are concerned about other countries being more advanced than the U.S. in AI technology and implementation increased from 70% to 82%.

Strategy 198

Strategy Insurance Snapshot Digital Transformation 198

KDnuggets

OCTOBER 16, 2019

This week on KDnuggets: Beyond Word Embedding: Key Ideas in Document Embedding; The problem with metrics is a big problem for AI; Activation maps for deep learning models in a few lines of code; There is No Such Thing as a Free Lunch; 8 Paths to Getting a Machine Learning Job Interview; and much, much more.

Metrics 51

Metrics Deep Learning Machine Learning Modeling 51

CIO Business Intelligence

MARCH 19, 2024

Lynch is among them, for “failure to meet agreed performance goals, including financial metrics.” November 2019: The federal jury adds a new charge of securities fraud, with a maximum prison sentence of 25 years, to its indictment of Mike Lynch. Whitman hires PricewaterhouseCoopers to investigate. November 2012: HP takes an $8.8

Software 103

Software Sales Unstructured Data Enterprise 103

datapine

APRIL 8, 2020

A SQL dashboard is a visual representation of data and metrics that are generated from a SQL relational database, and processed through a dashboard software in order to perform advanced analysis by creating own queries, or using a visual drag-and-drop interface. But let’s start from the beginning and define this kind of a dashboard.

Dashboards 209

Dashboards Software Visualization Sales 209

KDnuggets

DECEMBER 11, 2019

the most relevant Metrics in a Nutshell. AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments and Key Trends; Down with technical debt! Clean #Python for #DataScientists; Calculate Similarity?-?the

Deep Learning 46

Deep Learning Machine Learning Data Science Metrics 46

Jet Global

MAY 6, 2020

Hospital operating margins fell by 21 percent in 2019 after years of consistent decline. The present moment emphasizes the importance of tracking financial metrics while also revealing one of the hardest parts: selecting what to track. Typically, organizations strive to keep this metric below 30 days.

Metrics 64

Metrics Finance Reporting Measurement 64

CIO Business Intelligence

OCTOBER 23, 2023

We’re also emphasizing transparency in our sustainability metrics, so that current and future Equinix customers can easily see how our efforts might benefit their sustainability bottom line. During 2022, we implemented short-term incentive performance metrics for VP-level and above tied to our environmental and social progress.

Metrics 90

Metrics Reporting Strategy Data-driven 90

Juice Analytics

DECEMBER 16, 2019

And certainly no more adding of metrics. Our dashboards don’t need to include every potential metric, every possible filter, and piles of charts. A dashboard or report is composed of a bunch of different elements: key metrics, charts/visualizations, titles and labels, and filters. That’s right: it is time to fix that dashboard.

Dashboards 67

Dashboards Metrics Visualization Interactive 67

AWS Big Data

FEBRUARY 28, 2024

OpenSearch Ingestion is a fully managed, serverless data collector that delivers real-time log, metric, and trace data to Amazon OpenSearch Service domains and Amazon OpenSearch Serverless collections. Terraform is an infrastructure as code (IaC) tool that helps you build, deploy, and manage cloud resources efficiently. touch main.tf

Metrics 67

Metrics Management Software Testing 67

IBM Big Data Hub

APRIL 13, 2023

Evaluate the model Using generated predictions for the test dataset, I compute a few metrics to evaluate the quality of the model’s predictions. I use these counts to compute a few evaluation metrics for the model. The first one shows overall quality metrics of the model. The count is 4981. 1–29. Amershi, S.,

Modeling 90

Modeling Statistics Machine Learning Testing 90

AWS Big Data

FEBRUARY 1, 2024

The calculation methodology and query performance metrics are similar to those of the preceding chart. The query to generate this chart has similar performance metrics as the preceding chart. Jeff is based in Florida and has been with AWS since 2019.

Data Warehouse 122

Data Warehouse Dashboards Risk Management Risk 122

O'Reilly on Data

MARCH 31, 2020

Even with good training data and a clear objective metric, it can be difficult to reach accuracy levels sufficient to satisfy end users or upper management. That includes the ability to do your own analysis, to run SQL queries, to develop metrics, and to build dashboards. Is the product something that customers need?

Management 332

Management Machine Learning Experimentation Metrics 332

CIO Business Intelligence

MARCH 6, 2024

HP saw a 9% reduction in its carbon footprint in 2021 compared to 2019, which it has achieved from increased energy efficiencies and by making eco-friendly changes to the products it sells. Ultimately, the company is on a mission to become net-zero greenhouse gas (GHG) emissions by 2040.

Measurement 52

Measurement Manufacturing Metrics Technology 52

bridgei2i

NOVEMBER 20, 2020

Ashwini: Hmm, see, BI systems of yesteryears provided good visibility on key metrics, but they were descriptive at best and had clear challenges as we started asking for more. Too many reports and metrics, but low clarity on what really needs attention. Do you see a similar challenge among your clients as well?

Risk Management 92

Risk Management Risk Management Metrics 92

Smarten

MAY 18, 2022

When a business sets goals and establishes metrics to determine the value of an analytical solution and a business user analytics initiative within the enterprise, the management team often fails to focus on the more subtle, but powerful, concept of efficacy. Which sales representative sold the most pancake mix during April 2015 to May 2019?

Data-driven 67

Data-driven Sales Metrics Testing 67

CIO Business Intelligence

MAY 17, 2023

released in 2019 and 2022, respectively – has increased, customers are unlikely reaping the benefits of the operating system. Planning for successful modernization Modernization requires an actionable plan that delivers on key metrics like user productivity and customer satisfaction. and IBM i 7.5,

Cost-Benefit 59

Cost-Benefit Digital Transformation Software Metrics 59

Cloudera

DECEMBER 3, 2021

In 2019, the Gradient institute published a white paper outlining the practical challenges for Ethical AI. There are a number of metrics that can be used to measure the performance of a system; they include accuracy, precision and F-score to name only three. We need to get to the root of the problem. Model Drift.

Uncertainty 98

Uncertainty Measurement Metrics Risk 98

CIO Business Intelligence

NOVEMBER 9, 2022

Work-from-home and remote offices have played a part in the drop, but even as employees reenter the office full-time or in a hybrid arrangement, paper consumption still isn’t at 2019 levels. As Harvard Business Review recently shared , “Metrics like ROI or IRR are generally broken. Second, it’s worth following the investors.

ROI 52

ROI Metrics Data-driven Reporting 52

CIO Business Intelligence

MAY 16, 2022

ITIL 4, which was released in 2019, maintains the same focus on automating processes, improving service management, and integrating the IT department into the business. ITIL 4, which started rolling out in Q1 of 2019, offers a more agile, flexible, and customizable version of ITIL that is updated for modern businesses.

IT 103

IT Cost-Benefit ROI Risk 103

FineReport

FEBRUARY 12, 2020

One of the report tasks is to “paint a picture” of a business topic with multiple associated metrics with a hierarchy. e.g., If you focus on user growth, you can sort through the user categories, the key metrics of each AARRR phases, the results of products or operational activities related to user growth, ROIs, and so on.

Reporting 98

Reporting Metrics ROI KPI 98

CIO Business Intelligence

APRIL 11, 2022

When he joined Molex in 2019 with a digital transformation mandate, he told leadership that it had to be as the CDO. “I Since 2019, he has helped Molex redefine its product development and mass manufacturing intake capability, become more responsive to customers, and increase its operating profitability. That’s not the role.”.

Digital Transformation 88

Digital Transformation IT Manufacturing Interactive 88

CIO Business Intelligence

APRIL 26, 2023

Founded in 2019, the company seized its greenfield opportunity to rethink and redesign the press shop as part of a cloud-first development strategy. The number of complaints would also fall as a result, and the condition and maintenance of systems would be optimized, the provider said.

Manufacturing 76

Manufacturing Optimization Digital Transformation Metrics 76

Andrew White

NOVEMBER 1, 2019

I was up at 4am last Saturday (before Orlando Symposium) in order to watch England take on New Zealand in the first semi-final of the Rugby World Cup 2019 in Japan. It’s 2019 and now we have a new model for Chief Data Officers, other D&A leaders, and CIO’s to develop a business-based, data-driven strategy.

Strategy 56

Strategy Analytics Data-driven Data Strategy 56

Cloudera

MARCH 3, 2022

In 2019, the U.K.’s What’s more, SDX provides access to the lineage, metadata, and metrics associated with data utilization across environments. Whether the enterprise uses dozens or hundreds of data sources for multi-function analytics, all organizations can run into data governance issues. Everyone Fails Data Governance.

Data Governance 96

Data Governance Enterprise Data Quality Metadata 96

CIO Business Intelligence

MAY 24, 2023

We then made a commitment to AWS in 2019 and started this five-year journey to move entirely into the cloud. And then at the back end of this, how to drive accountability, leveraging the metrics you’re gathering and what goals you’re going to set. Cloud is just a tool to help you get there. But there’s still a lot more we have to do.

Cost-Benefit 52

Cost-Benefit Digital Transformation Metrics Insurance 52

Smart Data Collective

MAY 8, 2019

Fruitful marketing drives sales, a metric that’s easier to forecast and understand with the use of AI. Marketers can use all the information derived from inbound communication and compare it to traditional metrics in order to determine updates and improvements for sales strategies. AI is Redefining the State of Marketing.

Marketing 110

Marketing Advertising Sales Forecasting 110

Cloudera

MAY 9, 2019

Even if they complete it, they lack the ability to identify and correlate the success metrics with key business goals. The report created a readiness model with five dimensions and various metrics under each dimension. Each metric is associated with one or more questions. These metrics can help you with measuring those.

IoT 53

IoT Modeling Metrics Measurement 53

FineReport

DECEMBER 25, 2019

One of the report tasks is to “paint a picture” of a business topic with multiple associated metrics with a hierarchy. e.g., If you focus on user growth, you can sort through the user categories, the key metrics of each AARRR phases, the results of products or operational activities related to user growth, ROIs, and so on.

Reporting 98

Reporting Metrics ROI KPI 98

IBM Big Data Hub

MARCH 8, 2024

Since its release in 2019, 5G broadband technology has been hailed as a breakthrough technology with big implications for both consumers and businesses. This makes 5G’s Block Error Rate (BER)—a metric of error frequency—much lower. How is 5G different from other wireless networks?

IoT 108

IoT Broadcasting Internet of Things Technology 108

Corinium

JUNE 6, 2019

Measure user adoption and engagement metrics to not just understand products take-up, but also to enhance the overall product propositions. What are you most looking forward to about CDAOI Insurance 2019? Build multiple MVPs to test conceptually and learn from early user feedback. Incorporate these into subsequent releases.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

CIO Business Intelligence

JULY 5, 2022

Starting in 2019, the San Jose Sharks began integrating its operational data, marketing systems, and ticket sales with front-end, fan-facing experiences and promotions to enable the NHL hockey team to capture and quantify the needs and preferences of its fan segments : season ticket holders, occasional visitors, and newcomers.

Business Analytics 126

Business Analytics Prescriptive Analytics Data mining Diagnostic Analytics 126

IBM Big Data Hub

DECEMBER 8, 2023

While it’s nice to be able to report to executives about the number or percentage of critical severity CVEs that have been patched, does that metric actually tell us anything about the improved resiliency of their organization? Does reducing the number of critical CVEs significantly reduce the risk of a breach?

Risk 75

Risk Testing Reporting Software 75

IBM Big Data Hub

AUGUST 9, 2023

After the simulation, organizations also receive metrics on employee click rates and often follow up with additional phishing awareness training. Why phishing simulations are important Recent statistics show phishing threats continue to rise. million phishing sites.

Testing 80

Testing Measurement Behavioral Analytics Reporting 80

Jen Stirrup

JUNE 20, 2020

My analysis is based on the Financial statements put forward by PASS using some basic metrics; until you do that piece, you can’t move forward to compare and contrast it with other data since you have not done your ‘descriptive statistical analysis’ first to ensure that the comparison is valid. Current Ratio. Let me draw that out for you.

Metrics 104

Metrics Business Analytics Data-driven Statistics 104

Sisense

MARCH 6, 2019

Part of the justification Gartner puts behind this is that metrics need to be constantly challenged. In order for us to uncover what we don’t know, we must stop relying on the same metrics. I can’t wait to see how the BI industry takes these insights and transforms them in 2019 and in the years to come.

Data Analytics 75

Data Analytics Analytics Experimentation Data-driven 75