O'Reilly on Data

MAY 14, 2020

In our previous article, What You Need to Know About Product Management for AI , we discussed the need for an AI Product Manager. In this article, we shift our focus to the AI Product Manager’s skill set, as it is applied to day to day work in the design, development, and maintenance of AI products. The AI Product Pipeline.

Management 364

Management Experimentation B2B Machine Learning 364

datapine

JULY 6, 2022

1) What Are Productivity Metrics? 3) Productivity Metrics Examples. 4) The Value Of Workforce Productivity Metrics. What Are Productivity Metrics? Productivity metrics are measurements used by businesses to evaluate the performance of employees on various activities related to their general company goals.

Measurement 243

Measurement Metrics KPI Sales 243

datapine

SEPTEMBER 29, 2022

1) What Is Data Quality Management? 6) Data Quality Metrics Examples. However, with all good things comes many challenges and businesses often struggle with managing their information in the correct way. Enters data quality management. What Is Data Quality Management (DQM)? Why Do You Need Data Quality Management?

Data Quality 241

Data Quality Metrics Data-driven Management 241

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

O'Reilly on Data

NOVEMBER 13, 2018

Model lifecycle management. There are also many important considerations that go beyond optimizing a statistical or quantitative metric. As we deploy ML in many real-world contexts, optimizing statistical or business metics alone will not suffice. Continue reading Managing risk in machine learning. Data Platforms.

Machine Learning 273

Machine Learning Risk Management Statistics 273

CIO Business Intelligence

JANUARY 7, 2025

First, cloud provisioning through automation is better in AWS CloudFormation and Azure Azure Resource Manager compared to the other cloud providers. This involves identifying which components can be lifted and shifted directly to the cloud and which might require re-architecture for cloud optimization.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

DataKitchen

NOVEMBER 5, 2024

It is a layered approach to managing and transforming data. Data is typically organized into project-specific schemas optimized for business intelligence (BI) applications, advanced analytics, and machine learning. For businesses requiring near-real-time insights, the time taken to traverse multiple layers may also introduce delays.

Data Quality 195

Data Quality Testing Metrics Reporting 195

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

datapine

APRIL 12, 2019

Also, implementing effective management reports will create a data-driven approach to making business decisions and obtaining sustainable business success. What Is A Project Management Dashboard? Top 3 Benefits Of Project Management Dashboards. The key to successful project management is communication.

Dashboards 233

Dashboards Management KPI Cost-Benefit 233

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

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

AWS Big Data

MARCH 10, 2025

Although traditional scaling primarily responds to query queue times, the new AI-driven scaling and optimization feature offers a more sophisticated approach by considering multiple factors including query complexity and data volume. Consider using AI-driven scaling and optimization if your current workload requires 32 to 512 base RPUs.

Optimization 68

Optimization Data Warehouse Data-driven Testing 68

CIO Business Intelligence

OCTOBER 10, 2024

Aligning ESG and technological innovation At the core of this transformation is the CIO, a pivotal player whose role has expanded beyond managing technological innovation to overseeing how these innovations contribute to ESG goals.

Metrics 124

Metrics Optimization Strategy Technology 124

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

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

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

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 357

Metrics Reporting Measurement Finance 357

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

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? As with any other business out there, agencies manage big amounts of data in the form of surveys, social media metrics, website performance, or any other information related to their client’s goals.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

CIO Business Intelligence

DECEMBER 20, 2024

Azures growing adoption among companies leveraging cloud platforms highlights the increasing need for effective cloud resource management. Enterprises must focus on resource provisioning, automation, and monitoring to optimize cloud environments. Automation helps optimize resource allocation and minimize operational inefficiencies.

Management 59

Management Cost-Benefit Optimization Metrics 59

CIO Business Intelligence

MARCH 5, 2025

Managed, on the other hand, it can boost operations, efficiency, and resiliency. In another Foundry survey , decision-makers across all industries cited increased productivity (42%), improved decision-making (40%) and optimized content performance (40%) as top potential benefits of AI-enabled content management. The good news?

Management 86

Management Data-driven Cost-Benefit Risk 86

datapine

JUNE 23, 2020

This powerful CFO dashboard example allows you to connect another dashboard within its framework with ease while integrating additional insights, including market indicators, consumer analysis, investor relations, monetary management, and more. Top 7 CFO Dashboard KPIs & Metrics Explained.

Dashboards 298

Dashboards Reporting KPI Metrics 298

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

O'Reilly on Data

MARCH 25, 2025

With the advent of generative AI, therell be significant opportunities for product managers, designers, executives, and more traditional software engineers to contribute to and build AI-powered software. Slow response/high cost : Optimize model usage or retrieval efficiency. How do we do so? We tested both retrieval quality (e.g.,

Testing 168

Testing Data-driven Software Measurement 168

CIO Business Intelligence

JANUARY 21, 2025

CIOs feeling the pressure will likely seek more pragmatic AI applications, platform simplifications, and risk management practices that have short-term benefits while becoming force multipliers to longer-term financial returns. CIOs should consider placing these five AI bets in 2025.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

datapine

JULY 8, 2020

We won’t delve into details about the career prospects of this C-level position but we will present COO dashboards and reports that are critical for helping chief operating officers across the world to effectively manage their time, company, operational processes, and results. Choose the most valuable metrics for your industry.

Dashboards 202

Dashboards Reporting Metrics Visualization 202

CIO Business Intelligence

OCTOBER 23, 2024

For the first time, we’re consolidating data to create real-time dashboards for revenue forecasting, resource optimization, and labor utilization. But more than anything, the data platform is putting decision-making tools in the hands of our business so people can better manage their operations. How is the new platform helping?

Enterprise 119

Enterprise Dashboards KPI Data Lake 119

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. With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture.

Dashboards 265

Dashboards Reporting KPI Visualization 265

AWS Big Data

JULY 11, 2024

Amazon OpenSearch Service introduced the OpenSearch Optimized Instances (OR1) , deliver price-performance improvement over existing instances. For more details about OR1 instances, refer to Amazon OpenSearch Service Under the Hood: OpenSearch Optimized Instances (OR1). OR1 instances use a local and a remote store.

Optimization 101

Optimization Metrics Data Processing Snapshot 101

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

AWS Big Data

OCTOBER 9, 2024

We outline cost-optimization strategies and operational best practices achieved through a strong collaboration with their DevOps teams. We also discuss a data-driven approach using a hackathon focused on cost optimization along with Apache Spark and Apache HBase configuration optimization. This sped up their need to optimize.

Optimization 123

Optimization Testing Data-driven Strategy 123

datapine

JANUARY 21, 2020

Managers, employees, and important stakeholders often can be stuck by waiting for a comprehensive BI report from the IT department or SQL developers. The data-driven world doesn’t have to be overwhelming, and with the right BI tools , the entire process can be easily managed with a few clicks. Increasing the workflow speed.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

AWS Big Data

SEPTEMBER 12, 2024

The AWS Glue Data Catalog now enhances managed table optimization of Apache Iceberg tables by automatically removing data files that are no longer needed. With this launch, you can enable Glue Data Catalog table optimization to include snapshot and orphan data management along with compaction.

Optimization 114

Optimization Snapshot Metadata Metrics 114

datapine

FEBRUARY 10, 2021

Likes, comments, shares, reach, CTR, conversions – all have become extremely significant to optimize and manage regularly in order to grow in our competitive digital environment. If you get into details, you will know what kind of metrics you need to accompany with your analysis. What Is A Social Media Dashboard?

Dashboards 193

Dashboards Scorecard KPI Metrics 193

CIO Business Intelligence

SEPTEMBER 15, 2023

From the CEO’s perspective, an optimized IT services portfolio maximizes cost efficiency, flexibility, and scalability. It enables the organization to focus on its core business while managing risks and accelerating time-to-market for new products and services.

Optimization 111

Optimization IT Metrics Marketing 111