David Menninger's Analyst Perspectives

MAY 8, 2025

A 2025 chat interaction is exponentially more productive than a 2010 or 2015 chatbot. I think thats partly because contact centers are more integrated into back offices and into enterprise CX strategies that have different cost structures, success metrics and decision-makers. Enterprises are following that drive.

Cost-Benefit 130

Cost-Benefit Key Performance Indicator Interactive Uncertainty 130

CIO Business Intelligence

MARCH 19, 2024

Lynch is among them, for “failure to meet agreed performance goals, including financial metrics.” January 2015: The UK’s Serious Fraud Office calls off its investigation of Autonomy, saying it has “insufficient evidence for a realistic prospect of conviction.” June 2015: Hewlett-Packard Co. November 2012: HP takes an $8.8

Software 105

Software Sales Unstructured Data Enterprise 105

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 77

Measurement Metrics Reporting Strategy 77

Smart Data Collective

FEBRUARY 1, 2023

Increasingly, soccer teams look at stats such as expected goals (Xg) as a key metric to understand underlying performance levels other than the actual scoreline. The cut-through of soccer stats is so clear that even pundits after the game are now discussing Xg as a tool to better describe the narrative of a soccer game.

Data Analytics 115

Data Analytics Analytics Key Performance Indicator Marketing 115

CIO Business Intelligence

NOVEMBER 15, 2023

By 2015, the technical executives of at least one conglomerate, Intel, had figured they could enrich the firm’s perception of IT by showcasing how essentially that function contributes to business value. Such a report has a legacy already, if only a short one.

Publishing 124

Publishing Reporting IT Finance 124

AWS Big Data

MAY 16, 2024

Here are a few things you should consider: Check Amazon CloudWatch BytesInPerSec and BytesOutPerSec metrics for your cluster. Check UserPartitionExists metrics to verify that you have at least 1 empty broker per AZ in your cluster. Check the PartitionCount metrics to know the number of partitions that exist on your cluster.

Metrics 105

Metrics Optimization Data Processing Management 105

AWS Big Data

APRIL 4, 2023

In this post, we share how to create threshold alerts on tables or pivot tables to track important metrics. Below is an example where the data was aggregated based on the week and so Latest Week has been selected rather than the historical Week of Jan 4, 2015. The Create Alert button is also at the bottom of the pane.

Dashboards 98

Dashboards Visualization Key Performance Indicator Metrics 98

CIO Business Intelligence

AUGUST 12, 2022

in 2013, Alfa Aesar in 2015, Affymetrix and FEI Co. To complete project Northstar, Stevens’ team developed a customer insights platform from the ground up, using a JavaScript framework and Power BI to provide a 360-degree view of objective and real-time customer experience metrics. in 2016, and BD Advanced Bioprocessing in 2018.

IT 105

IT Data Lake Sales Machine Learning 105

Smart Data Collective

JUNE 26, 2019

A 2015 infographic from DialogTech argues that marketers could encounter blind spots if they lack methods for tracking the return on investment (ROI) from click-to-call customers — those who get information about a company on their mobile devices, then directly call them afterward. Assess Whether a Lack of Adequate Tools Makes Blind Spots.

Statistics 111

Statistics ROI Machine Learning Measurement 111

AWS Big Data

SEPTEMBER 11, 2024

Hewlett-Packard acquired Aruba Networks in 2015, making it a wireless networking subsidiary with a wide range of next-generation network access solutions. HPE Aruba Networking , formerly known as Aruba Networks, is a Santa Clara, California-based security and networking subsidiary of Hewlett Packard Enterprise company.

Data Architecture 110

Data Architecture Optimization Data Warehouse Metadata 110

Domino Data Lab

SEPTEMBER 9, 2019

For example, with those open source licenses we can download their text, parse, then compare similarity metrics among them: In [12]: pairs = [?. ["mit", "asl"],?. ["asl", "bsd"],?. ["bsd", "mit"] ?]? ?for Since 2015, spaCy has consistently focused on being an open source project (i.e.,

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110

IBM Big Data Hub

NOVEMBER 13, 2023

In 2015, Google donated Kubernetes as a seed technology to the Cloud Native Computing Foundation (CNCF) (link resides outside ibm.com), the open-source, vendor-neutral hub of cloud-native computing. This mitigates potential issues like traffic surges, hardware problems or network disruptions.

Machine Learning 107

Machine Learning Data-driven Software Testing 107

Sisense

MARCH 18, 2019

My involvement with Sisense started in mid-2015. Since our target audience covers an entire spectrum of users from the C-Level down to the operational level, our prebuilt dashboards are designed to show high-level metrics when users land on the page and include paths to drill into detail-level data. I got in right at the buying cycle.

Analytics 71

Analytics Dashboards Metrics Visualization 71

datapine

MARCH 31, 2022

The Bureau of Labor Statistics also states that in 2015, the annual median salary for BI analysts was $81,320. According to the US Bureau of Labor Statistics, demand for qualified business intelligence analysts and managers is expected to soar to 14% by 2026, with the overall need for data professionals to climb to 28% by the same year.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

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 Analytics 67

IBM Big Data Hub

FEBRUARY 2, 2024

What countries are doing : Many countries are making changes in line with the goals of the Paris Agreement, a landmark international treaty negotiated at the 2015 United Nations Climate Change Conference (COP21) to limit the impact of greenhouse gas emissions.

Optimization 85

Optimization Cost-Benefit Strategy Reporting 85

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

Alation

FEBRUARY 20, 2020

Following the trail of usage… Some catalogs may try to be a source-of-truth for the right table to consult for a given purpose, the right categorization of a given value, or the right way to calculate a given metric. If I see a metric in a report, I want to be able to look it up, even if it shouldn’t have been used in the first place.

Metrics 52

Metrics Machine Learning Consulting Statistics 52

The Unofficial Google Data Science Blog

OCTOBER 7, 2015

Nevertheless, A/B testing has challenges and blind spots, such as: the difficulty of identifying suitable metrics that give "works well" a measurable meaning. Recently, we presented some basic insights from our effort to measure and predict long-term effects at KDD 2015 [1]. 2] Ron Kohavi, Randal M.

Modeling 63

Modeling Experimentation Knowledge Discovery KDD 63

Sisense

FEBRUARY 24, 2021

But that number rose sharply afterwards, with the team noting there were over 1,000 people in this role by 2015. The right analytics tool will empower the chief data officer to play defense by improving metrics that affect the bottom line and go on offense by generating revenue by monetizing analytics.

Data Warehouse 69

Data Warehouse Big Data Metrics Visualization 69

AWS Big Data

JULY 28, 2023

This query is fairly complex: it involves multiple joins and requires special knowledge of the correct way to calculate profit metrics that other end-users may not possess. .*)', 1) AS int))) Running this query on the Athena console produces the following result. Pathik Shah is a Sr. Big Data Architect on Amazon Athena.

Big Data 98

Big Data Data Architecture Data Lake Interactive 98

IBM Big Data Hub

NOVEMBER 9, 2023

Since 2015, IBM has provided the IBM Event Streams service, which is a fully-managed Apache Kafka service running on IBM Cloud® Since then, the service has helped many customers, as well as teams within IBM, resolve scalability and performance problems with the Kafka applications they have written.

Metrics 62

Metrics IT Measurement Visualization 62

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Jet Global

SEPTEMBER 8, 2020

In July of 2015, over nine years after its initial launch, New Horizons completed its successful fly-by exploration of Pluto. xP&A enables business leaders to consolidate forecasts and performance metrics from across the entire organization. Instead, they planned for periodic adjustments to correct the spacecraft’s course.

Finance 64

Finance Forecasting Sales Enterprise 64

Rita Sallam

NOVEMBER 11, 2016

Users will also be able to define and monitor metrics and alerts to changes based on defined or dynamic thresholds. As more evidence that the platform is maturing, Tableau will add discussion threads with point-in-time visualization snap shots to give collaborators context in the discussion.

Visualization 49

Visualization Machine Learning Metrics Enterprise 49

Jet Global

JANUARY 20, 2021

In July of 2015, over nine years after its initial launch, New Horizons completed its successful fly-by exploration of Pluto. xP&A enables business leaders to consolidate forecasts and performance metrics from across the entire organization. Instead, they planned for periodic adjustments to correct the spacecraft’s course.

Finance 52

Finance Metrics Key Performance Indicator Reporting 52

Insight

JUNE 10, 2019

Photo by Wayne Chan on Unsplash The race to the future I don’t know about you, but I distinctly remember a promise from 1989 that flying cars would be commonplace by 2015. It can be quantitatively defined as: We can then combine these useful metrics with a confusion matrix to provide a powerful summary of the performance of the model.

Breakeven 69

Breakeven Modeling Testing Marketing 69

Cloudera

JUNE 16, 2022

In 2015, Cloudera became one of the first vendors to provide enterprise support for Apache Kafka, which marked the genesis of the Cloudera Stream Processing (CSP) offering. The DevOps/app dev team wants to know how data flows between such entities and understand the key performance metrics (KPMs) of these entities.

Data Lake 88

Data Lake Manufacturing Metadata Dashboards 88

DataRobot Blog

DECEMBER 7, 2019

wRC per Plate Appearance over the last 5 Years (prior_5_wRC_per_PA): This rate metric of productivity per at-bat over the last five years served as the most important direct indicator of position player productivity in predicting AAV. This season, that was worth a one year, $17.8M guaranteed contract.

Machine Learning 52

Machine Learning Forecasting Metrics Modeling 52

AWS Big Data

JULY 26, 2023

The vector engine supports the popular distance metrics such as Euclidean, cosine similarity, and dot product, and can accommodate 16,000 dimensions, making it well-suited to support a wide range of foundational and other AI/ML models. To create the vector index, you must define the vector field name, dimensions, and the distance metric.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Cloudera

AUGUST 6, 2018

For example, Crisis Text Line , which provides online support to people in crisis, received a total of 8 m illion text messages in the first two years of its existence between 2013 and 2015. This is important because unlike diabetes or high blood pressure we don’t yet have clear metrics for Parkinson’s.

Machine Learning 50

Machine Learning Internet of Things Data-driven Cost-Benefit 50

CIO Business Intelligence

MAY 17, 2022

Around 2015, Capital One went to AWS re:Invent and set forth our aspirational goal to modernize our entire technology infrastructure. Specifically for our customer data platform, there are two metrics that we’ve actively tracked: recovery point and recovery time objectives.

ROI 52

ROI Risk Marketing Modeling 52

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 53

Data Science Machine Learning Cost-Benefit Deep Learning 53

Jet Global

MAY 27, 2021

Chrome: September 2015. Hubble delivers significant benefits to the team, helping us understand key spend metrics.”. However, fear of the unknown has left many companies afraid to implement a new reporting tool, yet the risk of staying with Discoverer increases day by day: Discoverer extended support ended June 2017. Cairn Energy.

Reporting 52

Reporting Cost-Benefit Dashboards Finance 52

The Unofficial Google Data Science Blog

MAY 31, 2016

This means it is possible to specify exactly in which geos an ad campaign will be served – and to observe the ad spend and the response metric at the geo level. In other words, iROAS is the slope of a curve of the response metric plotted against the underlying advertising spend. They are non-overlapping geo-targetable regions.

Advertising 43

Advertising Testing Sales Statistics 43

AWS Big Data

FEBRUARY 1, 2023

AWS Glue Data Catalog The Data Catalog helped us maintain the catalog as an index to the data’s location, schema, and runtime metrics in Amazon S3. He has been with Amazon since 2015,solving real-world challenges through technology that directly impact and improve the life of Amazon customers. In his spare time, he enjoys hiking.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

Peter James Thomas

OCTOBER 1, 2019

Sometimes the bars are clustered to allow multiple series to be charted side-by-side, for example yearly sales for 2015 to 2018 might appear against each product category. The single red line shows the actual value of some metric up to the middle section of the chart.

Sales 61

Sales Measurement Statistics Data Architecture 61