CIO Business Intelligence

FEBRUARY 20, 2023

The Boston-based test-equipment manufacturer recently enlisted McKinsey to conduct education sessions with leaders across the company to help them understand specific issues women confront in advancing their careers. The key is using metrics to focus efforts where it’s needed most. “We

IT 107

IT Insurance Strategy Manufacturing 107

AWS Big Data

MAY 16, 2024

Args: region (str): AWS region where the MWAA environment is hosted. Args: region (str): AWS region where the MWAA environment is hosted. Trigger auto scaling programmatically After you configure auto scaling, you might want to test how it behaves under simulated conditions. Follow the process detailed in the following sections.

Testing 86

Testing Interactive Metrics Management 86

CIO Business Intelligence

OCTOBER 13, 2022

Providing a compelling ROI on technology initiatives also puts CIOs in a stronger position for securing support and funds from the business for future projects. This compounding effect shows just how imperative it is for enterprise technology leaders to ramp up the ROI from their deployments. Align projects with business goals. It is important.

ROI 125

ROI IT Sales Consulting 125

CIO Business Intelligence

MARCH 18, 2024

Our data team uses gen AI on Amazon cloud to explore sustainability metrics. Though a multicloud environment, the agency has most of its cloud implementations hosted on Microsoft Azure, with some on AWS and some on ServiceNow’s 311 citizen information platform. According to IDC , core IT spending for AI will grow from $235.6

Risk 125

Risk Cost-Benefit Data Processing Testing 125

AWS Big Data

MARCH 6, 2024

The account on the right hosts the pseudonymization service, which you can deploy using the instructions provided in the Part 1 of this series. Batch deployment steps As described in the prerequisites, before you deploy the solution, upload the Parquet files of the test dataset to Amazon S3. deployment_scripts/deploy_1.sh

Metrics 93

Metrics Statistics Testing Data Lake 93

datapine

MARCH 8, 2021

Like many of today’s most important industries, digital data, metrics and KPIs (key performance indicators) are a part of a bright and prosperous future – and a comprehensive healthcare report has the power to deliver in each of these critical areas. Your Chance: Want to test a healthcare reporting software for free?

Reporting 198

Reporting KPI Management Cost-Benefit 198

Cloudera

JUNE 26, 2023

Impala only masquerades as an ETL pipeline tool: use NiFi or Airflow instead It is common for Cloudera Data Platform (CDP) users to ‘test’ pipeline development and creation with Impala because it facilitates fast, iterate development and testing. CM facilitates issue diagnosis with health test functions, metrics, charts, and visuals.

Testing 75

Testing Data Processing Visualization Data Science 75

IBM Big Data Hub

OCTOBER 16, 2023

They differ from virtual machines in that they leverage the features and resources of the host OS versus requiring a guest OS in every instance. Containerization helps DevOps teams avoid the complications that arise when moving software from testing to production.

Data Processing 79

Data Processing Dashboards Metrics Software 79

AWS Big Data

JANUARY 2, 2024

It also emits Amazon CloudWatch metrics to help you better monitor and troubleshoot the streaming process. We also avoid the implementation details and packaging process of our test data generation application, referred to as the producer. The agent continuously monitors a set of files and sends new data to the desired destination.

Testing 93

Testing Data Processing Metrics Publishing 93

AWS Big Data

AUGUST 21, 2023

For the demo, we’re using the Amazon Titan foundation model hosted on Amazon Bedrock for embeddings, with no fine tuning. It similarly codes the query as a vector and then uses a distance metric to find nearby vectors in the multi-dimensional space. OpenSearch Service supports a variety of search and relevance ranking techniques.

Data Processing 90

Data Processing Experimentation Visualization Metrics 90

Cloudera

JULY 24, 2023

As a result, the platform development team needs to test many different combinations to ultimately identify the right major / minor version of each project that properly integrates with the rest of the custom distribution. Some of these tools are open source, whereas others are not (e.g.,

Analytics 65

Analytics Testing Metrics Management 65

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 86

Measurement Metrics Reporting Strategy 86

AWS Big Data

JUNE 14, 2023

This post focuses on how to properly size your MSK tiered storage cluster, which metrics to monitor, and the best practices to consider when running a production workload. In practice, the workloads may be bottlenecked by other broker resources like CPU, memory, and disk, so it’s important to do load tests. large brokers, with 0.8

Metrics 81

Metrics Cost-Benefit Testing Optimization 81

datapine

JUNE 18, 2019

We live in a data-driven age, and the ability to use financial insights and metrics to your advantage will set you apart from the pack. Our monthly reports are on top illustrated with beautiful data visualizations that provide a better understanding of the metrics tracked. What Is A Finance Report? click to enlarge**.

Reporting 251

Reporting Metrics KPI Finance 251

IBM Big Data Hub

DECEMBER 18, 2023

We’ve done “emergency” migrations in as little as a day, but generally, we prefer a few weeks to allow customers time to test various functions as thoroughly as they’d like. Step four: Consistency check In this phase, we test your configurations for accuracy and reliability.

Risk 78

Risk Metrics Optimization Testing 78

AWS Big Data

JUNE 19, 2023

In this post, we walk you through the step-by-step implementation of setting up Kafka quotas in an MSK cluster while using IAM access control and testing them through sample client applications. Additionally, we create four EC2 instances to make configuration changes to the MSK cluster and host producer and consumer client applications.

Metrics 72

Metrics Management Testing Publishing 72

datapine

MARCH 19, 2019

It offers ease of access through mobile devices, on the go, with critical metrics displayed at-a-glance. In this hyperconnected age, it’s possible to connect, campaign, and produce from anywhere you may be in the world – and the mobile revolution is responsible for this seismic shift.

Dashboards 112

Dashboards Visualization Metrics KPI 112

CIO Business Intelligence

OCTOBER 21, 2022

There are a host of reasons, many centered on the cloud’s ability to enable more flexible, omnichannel service delivery and enhanced CX solutions. You can access far more than the standard surface-level metrics, such as average handle times or wait times. And the best tools offer real-time access to these metrics.

Cost-Benefit 73

Cost-Benefit Testing Metrics Marketing 73

AWS Big Data

JUNE 8, 2023

For Host , enter events.PagerDuty.com. Configure OpenSearch Service alerts to send notifications to PagerDuty We can monitor OpenSearch cluster health in two different ways: Using the OpenSearch Dashboard alerting plugin by setting up a per cluster metrics monitor. For Monitor type , select Per cluster metrics monitor.

Data Lake 76

Data Lake Dashboards Metrics Testing 76

datapine

MARCH 4, 2020

Here, we will consider the question ‘ What are operational reports,’ delve deeper into strategic reports, and examine a host of best operational reporting analysis practices. By working with a monthly report, it’s possible to create a sense of fluency and cohesion throughout the business by looking at metrics aimed at the midterm.

Operational Reporting 169

Operational Reporting Reporting KPI Dashboards 169

Cloudera

FEBRUARY 17, 2022

After Ambari has been upgraded, download the cluster blueprints with hosts. Since Ambari has been upgraded to Ambari7, one must follow steps to upgrade Ambari Infra, Ambari Logsearch and Ambari Metrics. Post-upgrade steps include application upgrade testing, validations, configuration and tuning. Stage 3: Post-Upgrade Steps.

Testing 96

Testing Data Processing Metadata Management 96

CIO Business Intelligence

NOVEMBER 29, 2023

If you choose not to use a cloud provider’s native services in order to remain agnostic, you lose many of the ‘better, cheaper, faster’ business case metrics,” says Holcombe. Financial services company USAA carefully chose which of its four cloud service providers host each of its workloads and regular business applications. “We

Recreation/Entertainment 118

Recreation/Entertainment Testing Strategy Risk 118

datapine

JULY 17, 2019

Picture procurement metrics – you need to know if suppliers fulfill your demands, their capacity to respond to urgent demands, costs of orders, and many other indicators to efficiently track your company’s performance. What does this mean? One of the most effective means of doing this is by utilizing KPI reporting tools.

KPI 223

KPI Reporting Key Performance Indicator Dashboards 223

AWS Big Data

FEBRUARY 26, 2024

Amazon Keyspaces (for Apache Cassandra) is a fully managed, serverless, and Apache Cassandra-compatible database service offered by AWS. It caters to developers in need of a highly available, durable, and fast NoSQL database backend. Amazon OpenSearch Service is a powerful and fully managed search and analytics service.

Dashboards 62

Dashboards Testing Metrics Optimization 62

Cloudera

OCTOBER 20, 2021

Stress testing was heavily scrutinized in the post 2008 financial crisis. In a BIS advisory report , it was highlighted that the stress testing scenarios used by the banks were insufficient to capture the extreme risks and fluctuations that were realized. Assess Variables. rising temperature, sea level).

Risk 78

Risk Modeling Risk Management Measurement 78

Cloudera

AUGUST 19, 2020

An application example would be a metrics store. During our testing, we noticed that upgrading from JDK8 to JDK 11 within CDP 7 can improve performance by another 10%. In our test runs, CDP 7 was updated to use JDK 11 for YCSB workload runs shown above. Custom YCSB Update Only workload. 100% UPDATE operations. YCSB WorkloadA .

Testing 71

Testing Data Processing Snapshot Measurement 71

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

CIO Business Intelligence

MAY 17, 2023

While best known for Aussie rules games, Marvel Stadium has also hosted some of the biggest international sporting events such as UFC, FIFA World Cup Qualifiers and international rugby union tests. More than two million people attend events at the stadium each year, according to the AFL. It’s incredible technology.

Technology 77

Technology Metrics Digital Transformation Data Processing 77

IBM Big Data Hub

AUGUST 16, 2023

Cloud computing can add a collective $3 trillion to organizations that harness it correctly, according to McKinsey. It is poised to transform businesses and industries, revolutionize how employees and other stakeholders collaborate, and drive digital transformation initiatives.

Cost-Benefit 69

Cost-Benefit Data Processing Optimization Software 69

DataRobot

JUNE 29, 2021

As part of the same process, it also generates and tests a whole host of new models and presents the top ones as recommended challengers. Those who watched the vision presentation at the recent AI Experience 2021 event might have noticed that we quietly announced a new MLOps feature called Continuous AI. It asks The Robot.

Machine Learning 80

Machine Learning Data Processing Forecasting Modeling 80

DataRobot Blog

MAY 26, 2022

These methods provided the benefit of being supported by rich literature on the relevant statistical tests to confirm the model’s validity—if a validator wanted to confirm that the input predictors of a regression model were indeed relevant to the response, they need only to construct a hypothesis test to validate the input.

Risk 52

Risk Modeling Metrics Business Objectives 52

O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. This has serious implications for software testing, versioning, deployment, and other core development processes. Why AI software development is different.

Management 332

Management Machine Learning Experimentation Metrics 332

CIO Business Intelligence

SEPTEMBER 22, 2022

Seeing that remote working continues to be a pressing issue still finding its footing after nearly three years in beta testing, the work surrounding feasible solutions seems to compound as time goes on, with some intending a full return to office while others have forged the company future on remote models.

Uncertainty 101

Uncertainty Forecasting Visualization Big Data 101

AWS Big Data

MAY 2, 2023

If your updates to a dataset triggers multiple subsequent DAGs, then you can use the Airflow metric max_active_tasks_per_dag to control the parallelism of the consumer DAG and reduce the chance of overloading the system. The workflow steps are as follows: The producer DAG makes an API call to a publicly hosted API to retrieve data.

Testing 100

Testing Experimentation Management Metadata 100

Jet Global

JANUARY 30, 2020

This is one of those metrics that everyone tracks , yet each company interprets differently. Our financial reporting dashboards track financial KPIs and a host of other performance metrics using advanced automation. To fully appreciate the effect this has on decision making, take the working capital dashboard for a test drive.

Dashboards 64

Dashboards Sales Metrics Reporting 64

DataRobot

JUNE 10, 2021

To foster innovation in this area, AICrowd hosted a competition to predict the olfactory properties of a molecule. DataRobot also provides per-label metrics so that metrics per class can be compared. Below are the per-label metrics provided by DataRobot for model evaluation purposes.

Metrics 52

Metrics Machine Learning Visualization Experimentation 52

datapine

JULY 3, 2019

Here, we’ll examine 18 essential KPIs for social media, explore the dynamics and demonstrate the importance of social metrics in the modern business age with the help of a KPI software , and, finally, wrapping up with tips on how to set KPIs and make the most of your social platforms. Let’s get going. What Are Social Media KPIs?

Metrics 219

Metrics KPI Strategy ROI 219