DataKitchen

NOVEMBER 5, 2024

For instance, records may be cleaned up to create unique, non-duplicated transaction logs, master customer records, and cross-reference tables. Similarly, downstream business metrics in the Gold layer may appear skewed due to missing segments, which can impact high-stakes decisions.

Data Quality 204

Data Quality Testing Metrics Reporting 204

datapine

NOVEMBER 15, 2022

1) What Are Product Metrics? 2) Types Of Product Metrics. 3) Product Metrics Examples You Can Use. 4) Product Metrics Framework. The right product performance metrics will give you invaluable insights into its health, strength and weaknesses, potential issues or bottlenecks, and let you improve it greatly.

Metrics 141

Metrics KPI Measurement Dashboards 141

O'Reilly on Data

JULY 28, 2020

The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded. It sounds simplistic to state that AI product managers should develop and ship products that improve metrics the business cares about. Agreeing on metrics.

Marketing 364

Marketing Experimentation Metrics Testing 364

datapine

JULY 11, 2019

At this point, you have already tackled the biggest chunk of the work – collecting data, cleaning it, consolidating different data sources, and creating a mix of useful metrics. This most golden of dashboard design principles refers to both precision and the right audience targeting. Now, it’s time for the fun part.

Dashboards 319

Dashboards Metrics Visualization Key Performance Indicator 319

O'Reilly on Data

NOVEMBER 19, 2024

While RAG leverages nearest neighbor metrics based on the relative similarity of texts, graphs allow for better recall of less intuitive connections. For example, a mention of “NLP” might refer to natural language processing in one context or neural linguistic programming in another.

Unstructured Data 318

Unstructured Data Structured Data Modeling Statistics 318

AWS Big Data

NOVEMBER 20, 2023

Today we are pleased to announce a new class of Amazon CloudWatch metrics reported with your pipelines built on top of AWS Glue for Apache Spark jobs. The new metrics provide aggregate and fine-grained insights into the health and operations of your job runs and the data being processed. workerUtilization showed 1.0

Metrics 127

Metrics Data Lake Cost-Benefit Dashboards 127

datapine

JUNE 23, 2020

The key metrics featured at the top left of this cutting-edge CFO report template include cover gross profit, EBIT, operational expenses, and net income — a perfect storm of financial information. Top 7 CFO Dashboard KPIs & Metrics Explained. Benefit from great CFO dashboards & reports!

Dashboards 298

Dashboards Reporting KPI Metrics 298

O'Reilly on Data

MARCH 25, 2025

What this meant was the emergence of a new stack for ML-powered app development, often referred to as MLOps. Business value : Once we have a rubric for evaluating our systems, how do we tie our macro-level business value metrics to our micro-level LLM evaluations? Evaluation is the engine, not the afterthought. How do we do so?

Testing 174

Testing Data-driven Software Measurement 174

AWS Big Data

NOVEMBER 3, 2023

In this post, we explore how to combine AWS Glue usage information and metrics with centralized reporting and visualization using QuickSight. You have metrics available per job run within the AWS Glue console, but they don’t cover all available AWS Glue job metrics, and the visuals aren’t as interactive compared to the QuickSight dashboard.

Metrics 115

Metrics Dashboards Metadata Visualization 115

DataKitchen

MARCH 16, 2023

But wait, she asks you for your team metrics. Where is your metrics report? What are the metrics that matter? Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

Rocket-Powered Data Science

MARCH 19, 2019

The analytics-first strategy can be referred to as Analytics By Design, which is derived from similar principles in education: Understanding By Design. So we should keep our eye on the prize — maintaining our focus on the business outcomes (the analytics), which are data-fueled, technology-enabled, and metrics-verified.

Analytics 193

Analytics Metrics Data-driven Machine Learning 193

AWS Big Data

AUGUST 21, 2023

In this post, we explore how to deploy Amazon CloudWatch metrics using an AWS CloudFormation template to monitor an OpenSearch Service domain’s storage and shard skew. This allows write access to CloudWatch metrics and access to the CloudWatch log group and OpenSearch APIs. An OpenSearch Service domain. Choose Next.

Metrics 98

Metrics Testing Strategy Metadata 98

AWS Big Data

JUNE 6, 2023

It’s important for business users to be able to see quality scores and metrics to make confident business decisions and debug data quality issues. It provides insights and metrics related to the performance and effectiveness of data quality processes. We can analyze the data quality score and metrics using Athena SQL queries.

Data Quality 97

Data Quality Metrics Visualization Dashboards 97

IBM Big Data Hub

MARCH 14, 2024

One key advantage of opting for managed Kafka services is the delegation of responsibility for broker and operational metrics, allowing users to focus solely on metrics specific to applications. With Kafka, monitoring typically involves various metrics that are related to topics, partitions, brokers and consumer groups.

Metrics 83

Metrics Measurement Optimization Management 83

AWS Big Data

OCTOBER 23, 2024

For more information, refer to Amazon Redshift clusters. Amazon Redshift provides performance metrics and data so you can track the health and performance of your provisioned clusters, serverless workgroups, and databases. This will open the query plan in a tree view along with additional metrics on the side panel.

Data Warehouse 111

Data Warehouse Metrics Broadcasting Dashboards 111

AWS Big Data

DECEMBER 27, 2024

The following table summarizes the metrics. Metric Amazon EMR 7.5 Metric Amazon EMR 7.5 times better Baseline In addition to the time-based metrics discussed so far, data from Spark event logs show that Amazon EMR scanned approximately 3.4 Metric Amazon EMR 7.5 Refer to Configure the AWS CLI for instructions.

Cost-Benefit 105

Cost-Benefit Testing Metrics Optimization 105

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. The reporting tools to do that exist for that very purpose.

Reporting 251

Reporting Metrics KPI Finance 251

AWS Big Data

JANUARY 6, 2025

In your Google Cloud project, youve enabled the following APIs: Google Analytics API Google Analytics Admin API Google Analytics Data API Google Sheets API Google Drive API For more information, refer to Amazon AppFlow support for Google Sheets. Refer to the Amazon Redshift Database Developer Guide for more details.

Analytics 98

Analytics Data Warehouse Metrics Big Data 98

AWS Big Data

NOVEMBER 19, 2024

Refer to Amazon Managed Workflows for Apache Airflow Pricing for rates and more details. It’s essential to monitor key metrics such as metadata database memory usage, and CPU utilization of the worker/scheduler hybrid container. micro, remember to monitor its performance using the recommended metrics to maintain optimal operation.

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111

O'Reilly on Data

MARCH 31, 2020

There may even be someone on your team who built a personalized video recommender before and can help scope and estimate the project requirements using that past experience as a point of reference. That includes the ability to do your own analysis, to run SQL queries, to develop metrics, and to build dashboards.

Management 363

Management Machine Learning Experimentation Metrics 363

AWS Big Data

NOVEMBER 21, 2024

Refer to Supported applications in an Amazon EMR Cluster with multiple primary nodes for the complete list of supported applications and their failover processes. The following screenshot shows an example of these metrics. The following screenshot shows an example of the CloudWatch metrics.

Metrics 80

Metrics Machine Learning Strategy Big Data 80

DataKitchen

SEPTEMBER 20, 2021

The DataKitchen Platform automatically updates the embedded references from one toolchain instance to the other. Meta-orchestration refers to the integration of observability into a hierarchy of orchestrations. The “Feature to Dev” metric shows new analytics ready for release. Minimize Deployment Risk. Enterprise DataOps.

Testing 246

Testing Metrics Measurement Dashboards 246

AWS Big Data

NOVEMBER 15, 2024

It acts as an index to the location, schema, and runtime metrics of your data sources. In some cases, you may also have additional content such as business requirements documents or technical documentation you want the FM to reference before generating the output. As a result, they can’t be included in the prompt as they are.

Metadata 118

Metadata Modeling Data-driven Machine Learning 118

AWS Big Data

APRIL 11, 2023

With the proliferation of IoT devices and the abundance of data generated by them, it has become possible to collect real-time data on inventory levels, customer behavior, and other key metrics. To take advantage of this data and build an effective inventory management and forecasting solution, retailers can use a range of AWS services.

Forecasting 98

Forecasting Management IoT Data-driven 98

AWS Big Data

NOVEMBER 7, 2024

For more details, refer to the BladeBridge Analyzer Demo. Refer to this BladeBridge documentation to get more details on SQL and expression conversion. If you encounter any challenges or have additional requirements, refer to the BladeBridge community support portal or reach out to the BladeBridge team for further assistance.

Data Warehouse 105

Data Warehouse Reporting Big Data Data Lake 105

datapine

APRIL 12, 2023

Here we explore the meaning and value of incremental sales in the world of business, as well as the additional KPI examples and metrics you should track to ensure ongoing success. To ensure you yield the results you desire, first establish your goals, then decide on the metrics that you will need to track to measure your performance.

Sales 176

Sales KPI Metrics Cost-Benefit 176

O'Reilly on Data

SEPTEMBER 12, 2023

Lines of code are easy to count, but if that’s your only metric, you will lose track of qualities like readability that may be more important. Less repetition, but the result was more complex and harder to understand. I’m not arguing that generative AI doesn’t have a role in software development. It certainly does.

Software 350

Software Management Modeling Metrics 350

datapine

MARCH 25, 2019

Data analysis method focuses on strategic approaches to taking raw data, mining for insights that are relevant to the business’s primary goals, and drilling down into this information to transform metrics, facts, and figures into initiatives that benefit improvement. Visualize your data.

Key Performance Indicator 217

Key Performance Indicator Statistics Big Data Visualization 217

AWS Big Data

MARCH 25, 2025

For an active-active setup, refer to Create an active-active setup using MSK Replicator. Some important MSK Replicator metrics to monitor are ReplicationLatency , MessageLag , and ReplicatorThroughput. To understand how many bytes are processed by MSK Replicator, you should monitor the metric ReplicatorBytesInPerSec.

Metrics 71

Metrics Testing Management Risk 71

datapine

APRIL 12, 2019

In essence, a project management dashboard is a data-driven platform that displays metrics, stats, and insights that are specific to a particular project or strategy by presenting a tailored mix of key performance indicators (KPIs) in one central location. Download right here our free guide and get started with dashboards!

Dashboards 233

Dashboards Management KPI Cost-Benefit 233

datapine

JUNE 13, 2019

They can be of various forms: a daily sales report format will track sales metrics that are relevant on a daily basis: the number of phone calls or meetings set up by a rep, number of leads created. So here’s what you should additionally consider when writing to your boss: Focus on what matters to your boss: choose the right metrics.

Sales 264

Sales Reporting KPI B2B 264

datapine

APRIL 2, 2020

Here, we will consider what it takes to track KPI metrics, explore the dynamics or a contemporary KPI tracker, and look at how to track KPIs. If you use a KPI tracker to its full potential and work with metrics that are relevant to your business’s core mission, you will reap incredible rewards. Customer Lifetime Value. Sales Target.

KPI 195

KPI Key Performance Indicator Software Dashboards 195

AWS Big Data

OCTOBER 30, 2024

The S3 object path can reference a set of folders that have the same key prefix. It shows the aggregate metrics of the files that have been processed by a auto-copy job. In this example, we have multiple files that are being loaded on a daily basis containing the sales transactions across all the stores in the US.

Data Warehouse 111

Data Warehouse Sales Data Lake Recreation/Entertainment 111

datapine

JANUARY 18, 2023

This insightful report displays relevant metrics such as the top-performing agents, net promoter score, and first contact resolution rate, among others. Internal Reports A type of report that encompasses many others on this list, internal reports refer to any type of report that is used internally in a company.

Reporting 201

Reporting Metrics Dashboards Visualization 201

AWS Big Data

FEBRUARY 13, 2025

To learn more about Express brokers, refer to Introducing Express brokers for Amazon MSK to deliver high throughput and faster scaling for your Kafka clusters. For insights, refer to Goldman Sachs migration strategy to move from on-premises Kafka to Amazon MSK. The MessageLag metric should come down to 0.

Metrics 67

Metrics Metadata Strategy Management 67

CIO Business Intelligence

NOVEMBER 19, 2024

Now that we have covered AI agents, we can see that agentic AI refers to the concept of AI systems being capable of independent action and goal achievement, while AI agents are the individual components within this system that perform each specific task.

Testing 135

Testing Cost-Benefit Interactive ROI 135

datapine

MARCH 4, 2020

Operational reporting is an effective, results-driven means of tracking, measuring and analyzing a business’s regular deliverables and metrics, usually on a daily, weekly, and sometimes monthly basis with the help of modern and professional BI reporting tools. Download: A pocket-sized guide to operational and strategic reports!

Operational Reporting 169

Operational Reporting Reporting KPI Dashboards 169