AWS Big Data

OCTOBER 23, 2024

Amazon Redshift provides performance metrics and data so you can track the health and performance of your provisioned clusters, serverless workgroups, and databases. Run cell #3 from demo notebook to diagnose a query performance issue related to nested loop joins. For more information, refer to Amazon Redshift clusters. Run cell #12.

Data Warehouse 84

Data Warehouse Metrics Broadcasting Dashboards 84

Jet Global

SEPTEMBER 29, 2020

A retail Key Performance Indicator (KPI) or metric is a clearly defined and quantifiable measure that can be used to assess the performance of a retail business. These performance metrics can be used in a variety of ways. This retail performance metric tracks how much it costs you to acquire or manufacture your goods.

Metrics 64

Metrics Reporting KPI Sales 64

CIO Business Intelligence

MAY 8, 2024

While the excitement surrounding ChatGPT and AI is palpable, there are two critical aspects to consider: ChatGPT – and chatbots like it – are still fundamentally demos: Despite their impressive capabilities to interact with people, the business utility and value of chatbots still aren’t always readily apparent. How do we get there?

Metrics 119

Metrics Data-driven ROI Marketing 119

DataRobot Blog

SEPTEMBER 1, 2022

This also shows how the models compare on standard performance metrics and informative visualizations like Dual Lift. With DataRobot AI Cloud, you can see predicted values and accuracy for various metrics for the Champion as well as any Challenger models.]. Model Observability with Custom Metrics.

Metrics 145

Metrics Statistics Modeling Data Science 145

AWS Big Data

AUGUST 21, 2023

We’ve put together two demos on the public OpenSearch Playground to show you the strengths and weaknesses of the different techniques: one comparing textual vector search to lexical search, the other comparing cross-modal textual and image search to textual vector search. In the text box at the top, enter the query tennis clothes.

Data Processing 92

Data Processing Visualization Experimentation Metrics 92

Cloudera

JANUARY 17, 2024

Many organizations have invested in central monitoring and observability tools such as Prometheus and Grafana and are looking for ways to integrate key data flow metrics into their existing architecture. In this blog we will dive into how CDF-PC’s support for NiFi reporting tasks can be used to monitor key metrics in Prometheus and Grafana.

Metrics 106

Metrics Dashboards Reporting Key Performance Indicator 106

Occam's Razor

DECEMBER 12, 2011

I am going to attempt to significantly simply your life by recommending the critical few metrics you should use to analyze performance of your digital marketing campaigns and website. Recommend metrics / KPIs you can use based on the size of your company. Best Metrics / KPIs for Small Business Websites. Obsess about this metric.

Metrics 153

Metrics Key Performance Indicator Measurement Optimization 153

DataRobot Blog

OCTOBER 18, 2022

Model Observability – the ability to track key health and service metrics for models in production – remains a top priority for AI-enabled organizations. Later in the demo, the retailer also expressed the need for an easy diagnosis of performance issues, allowing him to swiftly get to the root cause upon being notified of an issue.

Big Data 96

Big Data Forecasting Experimentation Metrics 96

AWS Big Data

AUGUST 30, 2023

In this post, we demonstrate how to publish detailed Spark metrics from Amazon EMR to Amazon CloudWatch. By default, Amazon EMR sends basic metrics to CloudWatch to track the activity and health of a cluster. Solution overview This solution includes Spark configuration to send metrics to a custom sink.

Metrics 100

Metrics Dashboards Publishing Data-driven 100

datapine

FEBRUARY 9, 2024

An even more interesting fact: The blogs we read regularly are not only influenced by KPI management but also concerning content, style, and flow; they’re often molded by the suggestions of these goal-driven metrics. For example, customer satisfaction metrics are used to drive a better customer experience.

KPI 221

KPI Management Key Performance Indicator Measurement 221

DataRobot

AUGUST 25, 2021

A family of bias and fairness metrics in modeling describes the ways in which a model can perform differently for distinct groups in your data. The predictive parity bias metric looks at the raw accuracy score between groups: the percentage of the time the outcome is predicted correctly. Request a Demo. AI you can trust.

Metrics 98

Metrics Measurement Machine Learning Data Collection 98

AWS Big Data

JANUARY 2, 2024

It also emits Amazon CloudWatch metrics to help you better monitor and troubleshoot the streaming process. log and publish them to a Kinesis Data Firehose delivery stream called kinesis-agent-demo : { "firehose.endpoint": "firehose.ap-southeast-2.amazonaws.com", The agent handles file rotation, checkpointing, and retry upon failures.

Testing 102

Testing Data Processing Metrics Publishing 102

IBM Big Data Hub

NOVEMBER 29, 2023

Have insight into privacy-related metrics When differential privacy isn’t an option, business users should maintain a line of sight into privacy-related metrics, to help them comprehend the extent of their privacy exposure. This data can also can be used to help enhance the realism of client demos and employee training materials.

Metrics 80

Metrics Machine Learning Statistics Risk 80

O'Reilly on Data

MARCH 31, 2020

An AI pilot project, even one that sounds simple, probably won’t be something you can demo quickly. A demo, or even a first release, can be based on heuristics or simple models (linear regression, or even averages). Having something you can demo takes some of the pressure off your machine learning team.

Management 339

Management Machine Learning Experimentation Metrics 339

CIO Business Intelligence

JANUARY 22, 2024

The ability to pull metrics and logs from many different sources — such as multi-cloud and hybrid cloud environments, containers, and databases — gives AIOps a view of the entire enterprise environment that is both broad and deep. Experience it first-hand with a guided demo. Artificial Intelligence

Forecasting 119

Forecasting Software Metrics Enterprise 119

DataRobot Blog

DECEMBER 6, 2022

See how to use DataRobot Model Observability to track service, drift, prediction data, training data, and custom metrics in order to keep models and predictions relevant in a fast-changing world. Watch a demo. In a rapidly changing world, how do data scientists track the integrity of models in production? Read the blog.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

FineReport

JUNE 19, 2023

Achieving operational objectives : Monitoring and reporting on key metrics aid businesses in meeting their operational goals and objectives. Operational reports incorporate tools such as dashboards, metrics, and Key Performance Indicators (KPIs). Book a Free Demo 1. This fosters confidence and trust in the business.

Operational Reporting 52

Operational Reporting Reporting Key Performance Indicator Dashboards 52

AWS Big Data

JUNE 19, 2023

print-consumer-quota-metrics – Flag indicating whether client metrics should be printed on the terminal by ConsumerApp-1. –cw-dimension-name cw-dimension-name – Amazon CloudWatch dimension name that will be used to publish client throttling metrics from ConsumerApp-1. –cw-dimension-value

Metrics 76

Metrics Management Testing Publishing 76

DataRobot

SEPTEMBER 28, 2021

The Per-Class Bias tool tells us how each class within a Protected Feature performs on a number of different Fairness Metrics. The example above is using the Proportional Parity metric, which looks at the percentage of records in each class that receives the favorable outcome. Next we need to choose the Fairness Metric.

Modeling 52

Modeling Metrics Measurement Testing 52

IBM Big Data Hub

SEPTEMBER 27, 2023

True observability requires observing and analyzing data from all layers of the system, including application metrics, traces, and infrastructure telemetry. This involves capturing and correlating logs, metrics and traces across various components and services.

Metrics 69

Metrics Interactive Optimization Data-driven 69

AWS Big Data

MARCH 21, 2024

The company’s business analysts want to generate metrics to identify ticket movement over time, success rates for sellers, and the best-selling events, venues, and seasons. They would like to get these metrics in near real time using a zero-ETL integration. For Integration identifier , enter a name, for example zero-etl-demo.

Data Warehouse 93

Data Warehouse Metrics Statistics Optimization 93

Rocket-Powered Data Science

JULY 19, 2023

For example, an exploration of historical data may reveal that an increase in customer satisfaction (or dissatisfaction) with one particular product is correlated with some other satisfaction (or dissatisfaction) metric downstream at a later date.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

FineReport

MARCH 1, 2023

It includes key metrics such as total sales revenue, the number of units sold, average order value, and customer demographics. Daily Sales Report Sample Key Elements of Your Daily Sales Report There are several key metrics that businesses should include in their daily sales reports to gain insights into their sales performance.

Sales 52

Sales Reporting Metrics Informatics 52

AWS Big Data

JULY 17, 2023

In the demo, you use the AWS Cloud9 EC2 instance profile’s credentials to sign requests sent to OpenSearch Ingestion. In this demo, the OpenSearch Service domain uses fine-grained access control for authentication, so you need to map the OpenSearch Ingestion pipeline role to the OpenSearch backend role all_access.

Management 77

Management Analytics Data Processing Metrics 77

IBM Big Data Hub

AUGUST 17, 2023

Tracking these metrics can help identify resource-intensive workloads, inefficient resource allocation or unnecessary resource consumption that may lead to increased costs. Again, because every action also comes with metrics and the reasoning behind it, teams have an easier time trusting the decision to act.

Risk 57

Risk Metrics Dashboards Optimization 57

FineReport

MAY 25, 2023

An HR dashboard functions as an advanced analytics tool that utilizes interactive data visualizations to present crucial HR metrics. KPIs and Metrics of an HR Dashboard A human resources dashboard should incorporate various essential metrics that offer a comprehensive organizational overview. What is an HR Dashboard?

Dashboards 52

Dashboards Metrics Key Performance Indicator Cost-Benefit 52

DataRobot

FEBRUARY 10, 2021

and Google benchmarks for this model use the accuracy metric. Although it’s easy to get running code with the accuracy metric, it’s not good data science practice for this problem. When DataRobot builds a model with the Poker Hand dataset, by default, it uses log loss as an optimization metric. Request a Demo.

Modeling 98

Modeling Deep Learning Machine Learning Metrics 98

Jet Global

APRIL 24, 2020

Healthcare finance teams are responsible for producing a diverse set of metrics and reporting each month. Learn more by requesting your free demo now! Those who still rely on manual processes are finding that the requirements are stretching their teams thin and adding to already high administrative costs.

Reporting 59

Reporting Management Finance Metrics 59

DataRobot

JUNE 22, 2021

If you would like to follow along you can watch our Bias and Fairness Testing demo recording. Choosing a Fairness Metric to Define Bias. DataRobot offers five industry standard Fairness Metrics to measure bias and provides in-depth descriptions of each. Checking Models for Bias. We start by selecting the Protected Features.

Metrics 52

Metrics Testing Modeling Measurement 52

FineReport

AUGUST 11, 2021

Several main benefits are as follows: Make key metrics clear. Metrics are an important criterion for judging the operation of various departments of an enterprise. Business dashboard highlights various business metrics. Request Demo. Stick to visibility. Dashboard for business performance. Business dashboard software.

Dashboards 52

Dashboards Metrics Sales Visualization 52

DataRobot Blog

SEPTEMBER 6, 2022

You can also go beyond regular accuracy and data drift metrics. With custom metrics, you can access your training and prediction data and implement any metrics that are relevant for your business case. Request a Demo. With powerful built-in insights, you can quickly evaluate, compare, and decide about model replacement.

Data Analytics 52

Data Analytics Analytics Machine Learning Metrics 52

DataRobot Blog

JULY 27, 2022

In this technical post, we’ll focus on some changes we’ve made to allow custom models to operate as an algorithm on Algorithmia, while still feeding predictions, input, and other metrics back to the DataRobot MLOps platform —a true best of both worlds. The Demo: Autoscaling with MLOps.

Metrics 52

Metrics Deep Learning Modeling Machine Learning 52

AWS Big Data

APRIL 10, 2024

For Integration identifier , enter a name, for example zero-etl-demo. In this demo, we use psql to connect to Amazon Aurora PostgreSQL: psql -h -p 5432 -d zeroetl_db -U postgres Create a sample table with a primary key. You can choose the zero-ETL integration you want and display Amazon CloudWatch metrics related to the integration.

Data Warehouse 100

Data Warehouse Analytics Metrics Snapshot 100

CIO Business Intelligence

JUNE 5, 2024

Don’t be fooled by flashy demos that walk you down garden paths. Vendors want you to use their rubric and metrics, because those are the ones they win with. Some vendors get excited about quickly achieving a 20% solution and naïvely project that rate of progress out to 100%. Could we see a live instance of this feature?

Machine Learning 126

Machine Learning Modeling Statistics Metrics 126

FineReport

MAY 15, 2023

Focus metrics: The dashboard provides a holistic view of sales performance by tracking key metrics such as revenue, sales by city, and sale by state. The dashboard also allows users to drill down into each metric to get more granular insights and identify specific trends or issues.

Dashboards 52

Dashboards Sales Metrics KPI 52

DataRobot Blog

SEPTEMBER 30, 2022

By tracking service, drift, prediction data, training data, and custom metrics, you can keep your models and predictions relevant in a fast-changing world. Model Observability compounds performance stats and metrics across the entire model lifecycle to provide context to problems that can threaten the integrity of your models.

Slice and Dice 52

Slice and Dice Modeling Metrics Experimentation 52

AWS Big Data

AUGUST 21, 2024

duration_in_seconds from sys_query_history where query_text like '%TPC-DS demo query%' and query_text not like '%sys_query_history%' order by start_time desc Let’s assess the compute scaled during the preceding start_time and end_time period. Monitor the ComputeCapacity metric under AWS/Redshift-Serverless and Workgroup in Amazon CloudWatch.

Optimization 82

Optimization Data Lake Data Warehouse Cost-Benefit 82