DataRobot Blog

SEPTEMBER 1, 2022

Imagine yourself as a pilot operating aircraft through a thunderstorm; you have all the dashboards and automated systems that inform you about any risks. This also shows how the models compare on standard performance metrics and informative visualizations like Dual Lift. Model Observability with Custom Metrics.

Metrics 145

Metrics Statistics Modeling Data Science 145

AWS Big Data

FEBRUARY 28, 2023

EMR Managed Scaling constantly monitors key workload-related metrics and uses an algorithm that optimizes the cluster size for best resource utilization. Throughout 2022, we made multiple enhancements to the EMR Managed Scaling algorithm. Plot both of the metrics to your CloudWatch dashboard.

Management 98

Management Metrics Advertising Dashboards 98

AWS Big Data

OCTOBER 17, 2024

The following is a testimony from Keith McDuffee, Director of DevOps at Verisk Analytics, a customer who used zero-ETL integration with DynamoDB in place of their homegrown solution and benefitted from the seamless replication that it provided: “We have dashboards built on top of our transactional data in Amazon Redshift.

Metrics 115

Metrics Dashboards Data Warehouse Statistics 115

CIO Business Intelligence

AUGUST 5, 2022

However, according to Foundry’s 2022 State of the CIO Survey , 76% of CIOs say it’s challenging to find the right balance between business innovation and operational excellence. In the dashboard, the company summarized the performance of all 71 data points with a single grade on a 0-100 scale. sectors) for root cause analysis.

Metrics 105

Metrics Dashboards Measurement Data-driven 105

AWS Big Data

MAY 1, 2024

To achieve data-driven management, we built OneData, a data utilization platform used in the four global AWS Regions, which started operation in April 2022. The platform consists of approximately 370 dashboards, 360 tables registered in the data catalog, and 40 linked systems. Promote and expand the use of databases.

Dashboards 124

Dashboards Publishing Data-driven Cost-Benefit 124

Smart Data Collective

JUNE 16, 2022

While we are at it, Gartner’s 2022 report on business composability further pushes the need for analytics. Here, the dashboard could include project health elements such as cost, schedule, scope, ROIs, feedback, value to the partner, evaluation of meaningful outcomes, and management hierarchy to name a few.

Business Analytics 135

Business Analytics Analytics Forecasting Business Analysis 135

datapine

MARCH 16, 2023

The interactive (or dynamic) bar chart is basically a traditional bar chart that can be explored in real-time using interactive dashboard filters. In that regard, using a professional KPI dashboard is a great way to provide context and tell a complete data story. Human Resources The next bar chart template is the dismissal rate.

Visualization 196

Visualization KPI Cost-Benefit Dashboards 196

AWS Big Data

OCTOBER 9, 2024

Background In early 2022, a business unit of a global financial services provider began their journey to migrate their customer solutions to AWS. They also deployed an EMR Observability dashboard using Amazon Managed Service for Prometheus and Amazon Managed Grafana. Results The business unit reduced monthly costs by 30% over 3 months.

Optimization 128

Optimization Testing Data-driven Strategy 128

CIO Business Intelligence

MAY 28, 2022

Liberty Mutual’s cloud infrastructure runs an array of business applications and analytics dashboards that yield real-time insights and predictions, as well as machine learning models that streamline claims processing. Here, McGlennon says governing controls, instrumentation, and observability metrics are key.

Insurance 145

Insurance Machine Learning Digital Transformation Cost-Benefit 145

AWS Big Data

NOVEMBER 15, 2023

Bayerische Motoren Werke AG (BMW) is a motor vehicle manufacturer headquartered in Germany with 149,475 employees worldwide and the profit before tax in the financial year 2022 was € 23.5 The CLEA dashboards were built on the foundation of the Well-Architected Lab. These ingested datasets are used as a source in CLEA dashboards.

Analytics 111

Analytics Dashboards Metadata Data Warehouse 111

CIO Business Intelligence

OCTOBER 2, 2023

Nearly three-quarters of midsize and large companies report having a PMO, according to the 2022 State of the Project Management Office report from PM Solutions, a project management services firm. But, as the PM Solutions 2022 State of the Project Management Office report found, where PMOs reside in an org chart and who oversees them varies.

Management 124

Management Scorecard Key Performance Indicator Risk 124

AWS Big Data

JUNE 28, 2023

Amazon Aurora zero-ETL integration with Amazon Redshift was announced at AWS re:Invent 2022 and is now available in public preview for Amazon Aurora MySQL-Compatible Edition 3 (compatible with MySQL 8.0) They would like to get these metrics in near-real time using a zero-ETL integration. For more details, refer to the What’s New Post.

Data Warehouse 105

Data Warehouse Analytics Metrics Dashboards 105

Smart Data Collective

JANUARY 27, 2020

billion by 2022. ML algorithms analyze dozens of metrics and connections between them and consequently stop fraudulent traffic. BI helps companies to organize the massive amounts of data they own, but neat visualizations and dashboards may not be enough. The market for affiliate marketing is expected to reach $8.2

Marketing 136

Marketing Advertising Machine Learning Business Intelligence 136

CIO Business Intelligence

AUGUST 9, 2022

Over the past decade, an ever-growing number of organisations have taken their infrastructure and applications to the cloud, delivering noticeable results impacting the bottom line and several other business metrics. Traditional approaches to availability and performance were often based on long-lived physical or virtualised infrastructures.

Strategy 98

Strategy Digital Transformation Metrics Dashboards 98

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. Which trends do you see for 2022 in AI & ML technology and tools and tool capabilities? We will publish a new Top Trends for D&A for 2022 in a couple of months. The last item should be updated in 2022.

Analytics 64

Analytics Measurement Data-driven Modeling 64

CIO Business Intelligence

JANUARY 5, 2023

Before becoming an IS/IT business analyst in early 2022, Lichtenwalner had no formal computer training, but was able to build the app in about a month. At Fivetran, an analytics group prepares the marketing effectiveness dashboards used by the rest of the organization. Low code/no code apps can also be difficult to scale, says Saule.

IT 130

IT Cost-Benefit Testing Dashboards 130

AWS Big Data

MARCH 3, 2023

Monitoring – EMR Serverless sends metrics to Amazon CloudWatch at the application and job level every 1 minute. You can set up a single-view dashboard in CloudWatch to visualize application-level and job-level metrics using an AWS CloudFormation template provided on the EMR Serverless CloudWatch Dashboard GitHub repository.

Data Lake 98

Data Lake Dashboards Metrics Metadata 98

CIO Business Intelligence

SEPTEMBER 8, 2023

ACM also includes a robust portal that offers case analytics around product utilization, surgery metrics, upcoming case schedules, case details, and templating insights. Results are visualized in a Tableau dashboard for business stakeholders to track accuracy over time. Models are retrained approximately once per business quarter.

Cost-Benefit 105

Cost-Benefit Machine Learning Metrics Marketing 105

AWS Big Data

JANUARY 25, 2023

We ended 2022 on a high note with the preview release of Amazon OpenSearch Serverless at re:Invent. OpenSearch Dashboards can now be accessed using your SAML and AWS Identity and Access Management (IAM) credentials. Multiple network and data access policies can apply to a single collection, and the permissions are additive.

Management 124

Management Dashboards Metadata Analytics 124

AWS Big Data

JULY 13, 2023

Although the group saw strong results at 2022-year end, the region continues to experience challenging operating conditions with global supply chains disrupted, electronic component shortages, and scarcity of IT talent. BI users create dashboards and reports in QuickSight.

Optimization 98

Optimization B2B Data Quality Sales 98

AWS Big Data

JULY 27, 2023

As shown in the following reference architecture, DynamoDB table data changes are streamed into Amazon Redshift through Kinesis Data Streams and Amazon Redshift streaming ingestion for near-real-time analytics dashboard visualization using Amazon QuickSight. Prerequisites You must have the following: An AWS account.

Data Warehouse 98

Data Warehouse Analytics Metadata Dashboards 98

IBM Big Data Hub

JUNE 8, 2023

Performance has been greatly improved, with minimal data upload and cache times, and improved sorting, filtering and data selection within dashboards. Users can ask questions in natural language (such as “show Q4 2022 revenue by product line”) and get answers as charts or as natural language narrative insights.

Business Intelligence 62

Business Intelligence Enterprise Dashboards Forecasting 62

AWS Big Data

MAY 25, 2023

In April 2022, Auto Scaling for AWS Glue was released for AWS Glue version 3.0 Amazon CloudWatch metrics are also a great way to monitor your AWS Glue environment by creating alarms for certain metrics like average CPU or memory usage. Worker Type DPUs vCPUs Memory (GB) Disk (GB) G.1X 1X 1 4 16 64 G.2X 2X 2 8 32 128 G.4X

Reporting 97

Reporting Metrics Optimization Data Lake 97

AWS Big Data

JUNE 21, 2023

It comprises a search engine, OpenSearch, which delivers low-latency search and aggregations, OpenSearch Dashboards, a visualization and dashboarding tool, and a suite of plugins that provide advanced capabilities like alerting, fine-grained access control, observability, security monitoring, and vector storage and processing.

Metrics 98

Metrics Measurement Modeling Dashboards 98

CIO Business Intelligence

MAY 27, 2022

Liberty Mutual’s cloud infrastructure runs an array of business applications and analytics dashboards that yield real-time insights and predictions, as well as machine learning models that streamline claims processing. Here, McGlennon says governing controls, instrumentation, and observability metrics are key.

Insurance 98

Insurance Machine Learning Digital Transformation Cost-Benefit 98

Cloudera

JUNE 28, 2022

We will also use the information produced by the streaming analytics jobs to feed different downstream systems and dashboards. . The transaction data augmented with the score is also persisted to an Apache Kudu database for later querying and feed of the fraud dashboard. The use case. Acquiring with Cloudera DataFlow.

Dashboards 85

Dashboards Machine Learning Statistics KPI 85

InsightOut

MAY 18, 2022

AUSTIN, TEXAS ( PRWEB ) MAY 12, 2022 InsightOut, a data analytics and management platform from Treehouse Technology Group, today announced a partnership with Sage, the leader in accounting, financial, HR, and payroll technology for small and medium-sized businesses (SMBs).

Metrics 52

Metrics Data Processing Data-driven Dashboards 52

AWS Big Data

MARCH 17, 2023

TalentReef was acquired by Mitratech in August 2022 with the goal to combine TalentReef’s best-in-class systems with Mitratech’s expertise, technology, and global platform to ensure their customers’ hiring needs are serviced better and faster than anyone else in the industry.

Dashboards 52

Dashboards IT Data Lake Visualization 52

AWS Big Data

MARCH 26, 2024

In 2022, AWS commissioned a study conducted by the American Productivity and Quality Center (APQC) to quantify the Business Value of Customer 360. The following figure shows some of the metrics derived from the study. The following diagram shows a sample C360 dashboard built on Amazon QuickSight. faster time to market, and 19.1%

Data Strategy 103

Data Strategy Strategy Data Warehouse Prescriptive Analytics 103

Cloudera

JUNE 16, 2022

CSP was recently recognized as a leader in the 2022 GigaOm Radar for Streaming Data Platforms report. The DevOps/app dev team wants to know how data flows between such entities and understand the key performance metrics (KPMs) of these entities. These entities are the topics, producers, and consumers associated with their application.

Data Lake 88

Data Lake Manufacturing Metadata Dashboards 88

IBM Big Data Hub

SEPTEMBER 6, 2023

Content generation: The recent launch of OpenAI’s generative AI platform ChatGPT in November of 2022 has prompted a flood of new use cases for AI. Once stakeholders have aligned on expectations, it will be easier to choose an AI solution and set meaningful key performance metrics (KPIs) to evaluate its success.

Marketing 78

Marketing Technology Advertising Machine Learning 78

Alation

SEPTEMBER 7, 2021

According to Entrepreneur , Gartner predicts, “through 2022, only 20% of organizations investing in information governance will succeed in scaling governance for digital business.” Imagine writing a SQL query or using a BI dashboard with flags & warnings on compliance best practice within your natural workflow.

Data Governance 59

Data Governance Risk Data Quality Dashboards 59

Jet Global

MAY 27, 2021

Internet Explorer 11 on Windows 10 support will end June 2022. This includes OBIEE, a strategic BI tool that provides a web platform with attractive dashboards suitable for C-level needs. Connect to any EBS module in real time and create inquiries, reports, and dashboards without IT involvement. Chrome: September 2015.

Reporting 52

Reporting Cost-Benefit Dashboards Finance 52

CIO Business Intelligence

MARCH 22, 2023

Since ServiceNow introduced role-based workspaces as part of its new user interface, Next Experience, in March 2022, coverage has grown with each passing release. For IDC’s Elliot, Impact’s ability to personalize metrics depending on a user’s interests, whether in HR, ITSM, or field service management, is key.

Optimization 52

Optimization Enterprise Management Metrics 52

DataRobot Blog

DECEMBER 1, 2022

You could also use the predictions to visualize a BI dashboard or report for your marketing managers to access. Next, choose your target variable—in this instance it is automatically detected as a classification problem and an optimization metric is recommended. If you click ‘Deployments’ you can see the DataRobot MLOps dashboard.

Machine Learning 52

Machine Learning Statistics Marketing Sales 52

AWS Big Data

APRIL 19, 2023

Data creation, consumption, and storage are predicted to grow to 175 zettabytes by 2025, forecasted by the 2022 IDC Global DataSphere report. They were able to use Amazon Redshift Serverless to serve their key stakeholders with dashboards with financial data for quick decision-making. Take the case of mobile gaming company Playrix.

Data Warehouse 59

Data Warehouse Data Lake Unstructured Data Optimization 59

Business Over Broadway

MAY 22, 2019

I conducted a customer experience best practices study and found that loyalty leading companies focus analytics efforts on customer understanding rather than internal metrics. Juniper Research also forecasts that chat bots will save businesses about $8 billion annually by 2022. Also, the people at Indigo Slate are great.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40