DataKitchen

MAY 14, 2024

Data Observability and Data Quality Testing Certification Series We are excited to invite you to a free four-part webinar series that will elevate your understanding and skills in Data Observation and Data Quality Testing. Reserve Your Spot! Don’t miss this opportunity to transform your data practices.

Data Quality 195

Data Quality Testing Metrics Measurement 195

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). 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.

Management 363

Management Machine Learning Experimentation Metrics 363

datapine

OCTOBER 17, 2019

Management reporting is a source of business intelligence that helps business leaders make more accurate, data-driven decisions. In this blog post, we’re going to give a bit of background and context about management reports, and then we’re going to outline 10 essential best practices you can use to make sure your reports are effective.

Reporting 263

Reporting Management Dashboards KPI 263

DataKitchen

MARCH 20, 2025

They have demonstrated that robust, well-managed data processing pipelines inevitably yield reliable, high-quality data. Their data tables become dependable by-products of meticulously crafted and managed workflows. Each workflow is managed systematically, simplifying the integration of new data sources.

Data Quality 161

Data Quality Testing Metrics Management 161

O'Reilly on Data

MARCH 25, 2025

Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. What breaks your app in production isnt always what you tested for in dev! The way out? How do we do so?

Testing 174

Testing Data-driven Software Measurement 174

datapine

FEBRUARY 3, 2022

2) What Are Metrics? 3) KPIs vs Metrics: Main Differences. 4) Tips For KPI & Metrics Tracking. This is done with the help of KPI and metrics. KPIs and metrics are often considered the same thing in day-to-day business contexts. Let’s quick it off with the definition of metrics and KPIs! What Are Metrics?

Metrics 189

Metrics KPI Key Performance Indicator Sales 189

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

O'Reilly on Data

JUNE 15, 2023

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. They were not imposed from without, but were adopted because they allowed merchants to track and manage their own trading ventures.

Metrics 359

Metrics Reporting Measurement Finance 359

datapine

FEBRUARY 9, 2024

Table of Contents 1) What Is KPI Management? 4) How to Select Your KPIs 5) Avoid These KPI Mistakes 6) How To Choose A KPI Management Solution 7) KPI Management Examples Fact: 100% of statistics strategically placed at the top of blog posts are a direct result of people studying the dynamics of Key Performance Indicators, or KPIs.

KPI 221

KPI Management Key Performance Indicator Measurement 221

CIO Business Intelligence

MARCH 25, 2025

What CIOs can do: Avoid and reduce data debt by incorporating data governance and analytics responsibilities in agile data teams , implementing data observability , and developing data quality metrics. Another concern is if regulations force holistic model retraining, forcing CIOs to switch to alternatives to remain compliant.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

DataKitchen

APRIL 13, 2021

Testing and Data Observability. Sandbox Creation and Management. It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers. Apache Oozie — An open-source workflow scheduler system to manage Apache Hadoop jobs. Testing and Data Observability. Meta-Orchestration.

Testing 300

Testing Machine Learning Consulting Data Science 300

CIO Business Intelligence

JANUARY 14, 2025

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. In todays digital economy, business objectives like becoming a leading global wealth management firm or being a premier destination for top talent demand more than just technical excellence.

Enterprise 119

Enterprise Technology Metrics Measurement 119

CIO Business Intelligence

FEBRUARY 13, 2024

IT leaders are drowning in metrics, with many finding themselves up to their KPIs in a seemingly bottomless pool of measurement tools. There are several important metrics that can be used to achieve IT success, says Jonathan Nikols, senior vice president of global enterprise sales for the Americas at Verizon. Here they are.

Metrics 140

Metrics IT ROI Measurement 140

DataKitchen

SEPTEMBER 20, 2021

Figure 2: The DataKitchen Platform helps you reduce time spent managing errors and executing manual processes from about half to 15%. The other 78% of their time is devoted to managing errors, manually executing production pipelines and other supporting activities. Start with just a few critical tests and build gradually.

Testing 246

Testing Metrics Measurement Dashboards 246

AWS Big Data

DECEMBER 5, 2024

REA Group, a digital business that specializes in real estate property, solved this problem using Amazon Managed Streaming for Apache Kafka (Amazon MSK) and a data streaming platform called Hydro. In each environment, Hydro manages a single MSK cluster that hosts multiple tenants with differing workload requirements.

Metrics 79

Metrics Dashboards Testing Optimization 79

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. Managing to develop an effective product roadmap goes beyond a product manager’s (PM) vision or intuition, even if these aspects matter as well. What Are Product Metrics?

Metrics 141

Metrics KPI Measurement Dashboards 141

CIO Business Intelligence

DECEMBER 2, 2024

When you reframe the conversation this way, technical debt becomes a strategic business issue that directly impacts the value metrics the board cares about most. So it’s essential to show the ROI to your business from the management of these costs. Don’t get bogged down in testing multiple solutions that never see the light of day.

ROI 136

ROI Cost-Benefit Metrics Strategy 136

O'Reilly on Data

JUNE 19, 2019

One sure sign that companies are getting serious about machine learning is the growing popularity of tools designed specifically for managing the ML model development lifecycle, such as MLflow and Comet.ml. hyperparameter tuning, NAS ) while emphasizing the ease with which one can manage, track, and reproduce such experiments.

Modeling 249

Modeling Machine Learning Testing Metrics 249

datapine

APRIL 13, 2021

But how do you manage all your new clients while still focusing on giving them a good service and their expected results? Your Chance: Want to test a powerful agency analytics software? Apart from using their data to support decision-making, agencies also use metrics as the main language in which they speak to their clients.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

CIO Business Intelligence

JANUARY 30, 2025

It also includes managing the risks, quality and accountability of AI systems and their outcomes. Metrics should include system downtime and reliability, security incidents, incident response times, data quality issues and system performance. This is the set of processes that outline and guide the use of AI in your organization.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

CIO Business Intelligence

NOVEMBER 19, 2024

You can use these agents through a process called chaining, where you break down complex tasks into manageable tasks that agents can perform as part of an automated workflow. Development teams starting small and building up, learning, testing and figuring out the realities from the hype will be the ones to succeed.

Testing 135

Testing Cost-Benefit Interactive ROI 135

Smart Data Collective

MAY 18, 2022

A high-quality testing platform easily integrates with all the data analytics and optimization solutions that QA teams use in their work and simplifies testing process, collects all reporting and analytics in one place, can significantly improve team productivity, and speeds up the release. This is not entirely true. Data reporting.

Testing 126

Testing Data Analytics Analytics Big Data 126

AWS Big Data

NOVEMBER 19, 2024

Amazon Managed Workflows for Apache Airflow (Amazon MWAA), is a managed Apache Airflow service used to extract business insights across an organization by combining, enriching, and transforming data through a series of tasks called a workflow. This approach offers greater flexibility and control over workflow management.

Metadata 106

Metadata Cost-Benefit Metrics Optimization 106

DataKitchen

NOVEMBER 29, 2021

Model developers will test for AI bias as part of their pre-deployment testing. Quality test suites will enforce “equity,” like any other performance metric. Continuous testing, monitoring and observability will prevent biased models from deploying or continuing to operate. Companies Commit to Remote.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

DataKitchen

JANUARY 20, 2021

As DataOps activity takes root within an enterprise, managers face the question of whether to build centralized or decentralized DataOps capabilities. Centralizing analytics helps the organization standardize enterprise-wide measurements and metrics. Develop/execute regression testing . Agile ticketing/Kanban tools.

Metrics 243

Metrics Experimentation Measurement Testing 243

DataKitchen

MARCH 16, 2023

But wait, she asks you for your team metrics. At DataKitchen, we have talked with many CDOs, data leaders, and other data team managers, and they have, ironically, been very un-analytic about how they run their teams. Where is your metrics report? Forty-five metrics! You’ve got a new boss. What should I track?

Metrics 130

Metrics Data Analytics Analytics Measurement 130

CIO Business Intelligence

FEBRUARY 7, 2024

Key AI companies have told the UK government to speed up its safety testing for their systems, raising questions about future government initiatives that too may hinge on technology providers opening up generative AI models to tests before new releases hit the public.

Testing 124

Testing Reporting Risk Publishing 124

CIO Business Intelligence

NOVEMBER 13, 2023

The challenge some companies face, however, is the change management of the structured approach for handling alterations within a development cycle. Change management is an enabling framework for managing people through a change, in this case, related to a product in production. Change management brings consistency to DevOps.

Management 133

Management Key Performance Indicator Testing Business Objectives 133

AWS Big Data

DECEMBER 27, 2024

To assess the Spark engines performance with the Iceberg table format, we performed benchmark tests using the 3 TB TPC-DS dataset, version 2.13 (our results derived from the TPC-DS dataset are not directly comparable to the official TPC-DS results due to setup differences). The following table summarizes the metrics. and Iceberg 1.6.1

Cost-Benefit 102

Cost-Benefit Testing Metrics Optimization 102

CIO Business Intelligence

JANUARY 14, 2025

Many CIOs have work to do here: According to a September 2024 IDC survey, 30% of CIOs acknowledged that they dont know what percentage of their AI proofs of concepts met target KPI metrics or were considered successful something that is likely to doom many AI projects or deem them just for show. What ROI will AI deliver?

Strategy 141

Strategy ROI Experimentation Risk 141

datapine

JUNE 18, 2019

In addition to empowering you to take a proactive approach concerning the management of your company’s finances, financial reports help assist in increasing long-term profitability through short-term financial statements. Exclusive Bonus Content: Reap the benefits of the top reports in finance! What Is A Finance Report? click to enlarge**.

Reporting 251

Reporting Metrics KPI Finance 251

datapine

AUGUST 12, 2020

In your daily business, many different aspects and ‘activities’ are constantly changing – sales trends and volume, marketing performance metrics, warehouse operational shifts, or inventory management changes. Your Chance: Want to test professional business reporting software? Let’s get started. What Is A Business Report?

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

DataKitchen

APRIL 26, 2021

In early April 2021, DataKItchen sat down with Jonathan Hodges, VP Data Management & Analytics, at Workiva ; Chuck Smith, VP of R&D Data Strategy at GlaxoSmithKline (GSK) ; and Chris Bergh, CEO and Head Chef at DataKitchen, to find out about their enterprise DataOps transformation journey, including key successes and lessons learned.

Measurement 246

Measurement Metrics Data-driven Dashboards 246

datapine

APRIL 15, 2020

When it comes to implementing and managing a successful BI strategy we have always proclaimed: start small, use the right BI tools , and involve your team. Your Chance: Want to test an agile business intelligence solution? Without further ado, let’s begin. Try our business intelligence software for 14 days, completely free!

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

datapine

MAY 20, 2020

To ensure that your customer-facing communications and efforts are constantly improving and evolving, investing in customer relationship management (CRM) is vital. A CRM report, or CRM reporting, is the presentational aspect of customer relationship management. Try our professional dashboard software for 14 days, completely free!

Dashboards 265

Dashboards Reporting KPI Visualization 265

AWS Big Data

MARCH 25, 2025

Amazon Managed Streaming for Apache Kafka (Amazon MSK) is deployed across multiple Availability Zones and provides resilience within an AWS Region. Some important MSK Replicator metrics to monitor are ReplicationLatency , MessageLag , and ReplicatorThroughput. The following diagram illustrates the solution architecture.

Metrics 85

Metrics Testing Management Risk 85

CIO Business Intelligence

APRIL 2, 2024

Underpinning these initiatives is a slew of technology capabilities and strategies aimed at accelerating delivery cycles, such as establishing product management disciplines, building cloud architectures, developing devops capabilities, and fostering agile cultures. This dip delays when the business can start realizing the value delivered.

Management 140

Management Digital Transformation Testing Experimentation 140