Business Over Broadway

DECEMBER 20, 2018

All of my top blog posts of 2018 (most reads) are all related to data science, with posts that address the practice of data science, artificial intelligence and machine learning tools and methods that are commonly used and even a post on the problems with the Net Promoter Score claims. First, the “research” behind the NPS claims is flawed.

Machine Learning 74

Machine Learning Data Science Deep Learning Predictive Analytics 74

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

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. Fractal’s 2018 Net Promoter Score is greater than 70. 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

NOVEMBER 19, 2024

Just a few short years ago, models like GPT-1 (2018) and GPT-2 (2019) barely registered a blip on anyone’s tech radar. From obscurity to ubiquity, the rise of large language models (LLMs) is a testament to rapid technological advancement. The customer team got to work and created a design and started to create a proof-of-concept.

Testing 135

Testing Cost-Benefit Interactive ROI 135

Rocket-Powered Data Science

DECEMBER 15, 2018

In both of these applications (supervised and unsupervised machine learning), if we don’t have these initial insights and validation metrics, then how does such model-building get started and get moving towards the optimal solution? In those intermediate steps it serves as an evaluation (or validation) metric.

Machine Learning 171

Machine Learning Optimization Metrics Deep Learning 171

CIO Business Intelligence

NOVEMBER 9, 2022

Having that roadmap from the start helps to trim down and focus on the actual metrics to create. Have a data governance plan as well to validate and keep the metrics clean. As soon as one metric is not accurate it is hard to get the buy-in again, so routinely confirming accuracy on all analytics is extremely important.”

Analytics 137

Analytics Slice and Dice Metrics Sales 137

Smart Data Collective

NOVEMBER 19, 2021

But after gaining popularity in 2018, more diverse options have come to market, with some baskets catering to more experienced investors. Typically, each platform has its own set of guidelines and rubrics on what comprises a basket as well as notable metric points (such as volatility and developer activity) for an investor’s reference.

Risk 133

Risk Risk Management Metrics Marketing 133

CIO Business Intelligence

JULY 29, 2024

For example, optimizing water usage in agriculture is a key metric. CIO Jeff Wysocki has high expectations for this wholesale transformation to the cloud and top SaaS platforms, which was approved by the company board two years ago, just before the CIO joined the company. In a recent LinkedIn post, Wysocki elaborated more on the project.

Digital Transformation 118

Digital Transformation IT Data Lake Sales 118

Jenny Sussin

JUNE 13, 2019

75% of organizations we surveyed have increased their CX technology investment in 2018, as compared to 2017. Organizations are most focused on getting CX metrics right and listening to the Voice of the Customer (VoC) which means investing in customer analytics applications.

Technology 72

Technology Customer Analytics Metrics Sales 72

datapine

NOVEMBER 27, 2019

Augmented analytics can identify meaningful relationships between certain metrics and various other business variables, generate a dashboard and present the data story in a simple, non-technical manner. BN in 2018, it is also predicted to grow with a CAGR rate of 22.43% by reaching 2024. Since it has been evaluated at USD 6.18

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

AWS Big Data

AUGUST 6, 2024

GTTS built its own orchestrator named Langley in 2018, and used it to schedule and monitor extract, transform, and load (ETL) jobs on a variety of compute platforms, such as Amazon EMR , Amazon Redshift , Amazon Relational Database Service (Amazon RDS). To enable and meet these requirements, GTTS built its own data platform.

Cost-Benefit 110

Cost-Benefit Metadata Snapshot Metrics 110

Occam's Razor

JULY 24, 2018

work (collection, processing, reporting, analysis), processes, org structure, governance models, last-mile gaps , metrics ladders of awesomeness , and… so… much… more. Remember, tools, work, processes, org structure, governance models, last-mile gaps, metrics ladders of awesomeness, and… so… much… more. The Implications of Complexity.

Analytics 95

Analytics Metrics Strategy Measurement 95

CIO Business Intelligence

JUNE 5, 2024

Not only do we have the traditional ball tracking metrics like velocity and spin rate, we’ve also got player positioning data,” Booth says. Streamlining teamwork As a result of the Statcast revolution, the Rangers’ analytics team started to transform, and Booth was the fifth person on it when he joined the Rangers in 2018.

Optimization 125

Optimization Predictive Modeling Data-driven Modeling 125

Smart Data Collective

OCTOBER 20, 2020

Some of these were addressed in the Data Driven Summit 2018. Defining the metrics and goals to measure the success of your business strategy. How Can Data Play an Important Role in GTM? There are a number of reasons that data analytics is transforming the direction of GTM marketing in 2021.

Marketing 137

Marketing Data Analytics Analytics Big Data 137

CIO Business Intelligence

JULY 5, 2022

In 2018, the consortium’s IT function launched Operations Watch List (OWL), a mobile app that provides a comprehensive, near real-time view of key hospital quality, safety, and throughput metrics (including hospital census, bed demand and availability, and patient discharges).

Business Analytics 136

Business Analytics Prescriptive Analytics Data mining Diagnostic Analytics 136

Smart Data Collective

AUGUST 21, 2019

According to Gartner, companies that use predictive business performance metrics will increase their profitability by 20%. On the other hand, General Electric’s latest Innovation Barometer (February 2018) indicates that currently 6 out of 10 executives base their decisions on Big Data.

Big Data 104

Big Data Modeling ROI Metrics 104

CIO Business Intelligence

APRIL 24, 2024

We are accomplishing this new engagement in two main ways: Standardizing the metric for our pricing across cloud providers to per-core licensing – the same metric used in our end-customer licensing – and providing license portability for VCF.

Marketing 105

Marketing Cost-Benefit Metrics Strategy 105

BizAcuity

MARCH 8, 2019

Facilitates the company to model, stimulate, report, compare and leverage the most important metrics of Human Resources. Derives metrics for benchmark interpretation and trends. Finally, a diagram herein below has depicted the future of workforce management trends as per Gartner Research (February – 2018.). Image Source: [link].

Analytics 73

Analytics Prescriptive Analytics Cost-Benefit Metrics 73

CIO Business Intelligence

MAY 16, 2022

ITIL 4 contains seven guiding principles that were adopted from the most recent ITIL Practitioner Exam, which covers organizational change management, communication, and measurement and metrics. In 2018, Axelos announced ITIL 4 — a major overhaul to the entire framework and the biggest change since ITIL v3 was published in 2007.

IT 105

IT Cost-Benefit ROI Risk 105

CIO Business Intelligence

MARCH 3, 2023

A 2018 report by consulting firm Deloitte notes that fans at home often have access to better camera angles, as well as AR/VR, multiplatform, and other multimedia options. An oft-cited reason for this decline is increasing competition from home-viewing options. Sustainability is all about innovation and business optimization.

Data Analytics 98

Data Analytics Analytics Measurement Metrics 98

Birst BI

AUGUST 23, 2018

Source: Gartner (April 2018). Use Birst Pronto to implement the model by creating an R transform step that creates a new metric. This new metric can then be networked into the governed semantic layer. Any business user or analyst can report on this new metric through a report or dashboard.

Machine Learning 73

Machine Learning Data Science Testing Metrics 73

Cloudera

MARCH 3, 2022

stemmed from a 2018 data breach, when the global hotel chain’s 339 million customers’ data was exposed. What’s more, SDX provides access to the lineage, metadata, and metrics associated with data utilization across environments. In 2019, the U.K.’s regulatory fine, as well as lawsuits filed in the U.S.

Data Governance 100

Data Governance Enterprise Data Quality Metadata 100

CIO Business Intelligence

MARCH 19, 2024

Lynch is among them, for “failure to meet agreed performance goals, including financial metrics.” April 2018: The federal grand jury finds Hussain guilty. Whitman hires PricewaterhouseCoopers to investigate. Meanwhile, Whitman announces the lay-off of 27,000 HP workers to cut costs. November 2012: HP takes an $8.8 HPE receives $2.5

Software 105

Software Sales Unstructured Data Enterprise 105

Depict Data Studio

FEBRUARY 14, 2022

Mental Health America of Greater Houston’s (MHAGH) Center for School Behavioral Health (CSBH) received a two-year grant from the Rebuild Texas Fund in 2018 to help 9 school districts in the Greater Houston Area address emerging behavioral health needs from Hurricane Harvey and improve their ability to respond to future disasters.

Dashboards 98

Dashboards Reporting Visualization Metrics 98

CIO Business Intelligence

AUGUST 28, 2023

There’s no common interface or language and each platform captures different metrics,” explains Johan Marais, senior platform services manager at Discovery Holdings. Between 2018 and 2019, our AWS cloud investment doubled while more effective management and waste reduction led to a 40 percent decrease in costs.”

Cost-Benefit 103

Cost-Benefit Insurance Risk Management 103

AWS Big Data

MARCH 29, 2024

Furthermore, the event-driven design allowed teams to build stateless services that could seamlessly auto scale based on MSK metrics like messages per second. The out-of-the-box Amazon CloudWatch metrics let us see the amount and types of data flowing through each topic and cluster.

Data-driven 110

Data-driven Cost-Benefit Metrics Management 110

CIO Business Intelligence

AUGUST 12, 2022

in 2016, and BD Advanced Bioprocessing in 2018. 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 2013, Alfa Aesar in 2015, Affymetrix and FEI Co.

IT 105

IT Data Lake Sales Machine Learning 105

Alation

SEPTEMBER 30, 2022

Seeing this trend, Bessemer sought to define a new metric for assessing the success of a private SaaS company – achieving $100M of ARR (annual recurring revenue). While there are many metrics that define our relationship with a customer (like Net Promoter Score and referenceability), revenue is the ultimate measure of value.

Measurement 92

Measurement Metrics Data Governance Sales 92

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

Over the life of the forecast, the data scientist will publish historical accuracy metrics. But due to the long time lag between forecasts and actuals, these metrics alone are insufficient. Every forecast update will include metrics to provide insight on change drivers, and will flag significant gaps between different model forecasts.

Forecasting 115

Forecasting Data Science Statistics Uncertainty 115

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. Who sold the most fruit juice in Phonix, Arizona in Christmas of 2018?

Data-driven 67

Data-driven Sales Metrics Analytics 67

Smart Data Collective

DECEMBER 18, 2020

There is a whole host of alternative solutions on hand for companies happy to pay a premium in order to retain a deep level of metrics alongside security, and Countly is one example of a platform that promises ‘secure web analytics’. Although you have to request a demo to get started.

Analytics 118

Analytics Broadcasting Measurement Data Processing 118

CIO Business Intelligence

NOVEMBER 3, 2022

By 2018, the Trainline platform was hosting more than 80 million customer visits a month, with more than 80% coming through mobile devices. They have full autonomy to decide whatever they want to do… to drive that goal, that mission and move that [business] metric in the way we expect.”

Sales 98

Sales Digital Transformation Data Processing Technology 98

Sisense

JUNE 9, 2021

And also like their counterparts in the business world, coaches are relying on metrics to guide their decision-making. In a study of passing networks in football , analysis of a Barcelona versus Real Madrid match in 2018 illustrates this point. Gleaning actionable intelligence from disparate data sources.

Analytics 98

Analytics Data-driven Internet of Things Measurement 98

Domino Data Lab

AUGUST 22, 2019

We need to take a brief break from natural language-specific content here to introduce a metric that will come in handy in the next section of the chapter, when we will evaluate the performance of deep learning NLP models. In that case, Calculating the ROC AUC Metric. The Area under the ROC Curve. 0.85 = 0.15. Yet, because 0.51

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

Andrew White

JULY 5, 2023

One of the points of confusion is with catalogs – or data catalogs – or analytics catalogs or metrics stores. These catalogs could be called data catalogs (for data or data sets), or metrics stores (for models and metrics). Here is is: When is a Catalog No Longer a Catalog? This was from 2018. Yes, I had.

Metrics 52

Metrics Metadata Modeling Data Quality 52

CIO Business Intelligence

AUGUST 21, 2024

Starting in 2018, the agency used agents, in the form of Raspberry PI computers running biologically-inspired neural networks and time series models, as the foundation of a cooperative network of sensors. Hughes has already completed a successful proof of concept (PoC) for these use cases and is now developing them into a product. “If

Risk 136

Risk Insurance Cost-Benefit Software 136

datapine

MARCH 16, 2023

Since the goal of this metric is comparison, the bar chart is a great choice to represent the data. For example, we can see that from 2018 to 2022 the share of female and male customers went from 40-60% to almost 50-50%. Human Resources The next bar chart template is the dismissal rate.

Visualization 196

Visualization KPI Cost-Benefit Dashboards 196