O'Reilly on Data

MARCH 31, 2020

Measurement, tracking, and logging is less of a priority in enterprise software. Consumer product management is typically more bottom-up, driven by large volumes of user feedback and usage tracking data. It turns out that type of data infrastructure is also the foundation needed for building AI products.

Management 332

Management Machine Learning Experimentation Metrics 332

datapine

MAY 21, 2019

1) Too expensive and hard to justify the ROI of BI. They also need these tools to generate a true ROI. The right business intelligence tool is a much easier ROI to sell. The ROI alone from hours saved and reduced costs of producing current reports will improve your bottom line. 2) Lack of company-wide adoption.

Business Intelligence 183

Business Intelligence Cost-Benefit Dashboards Slice and Dice 183

FineReport

MAY 31, 2023

Financial Performance Dashboard The financial performance dashboard provides a comprehensive overview of key metrics related to your balance sheet, shedding light on the efficiency of your capital expenditure.

Dashboards 52

Dashboards Key Performance Indicator Metrics Visualization 52

Occam's Razor

AUGUST 22, 2011

" ~ Web Metrics: "What is a KPI? " + Standard Metrics Revisited Series. Key To Your Digital Success: Web Analytics Measurement Model. Be data driven?" " Measuring Incrementality: Controlled Experiments to the Rescue! Barriers To An Effective Web Measurement Strategy [+ Solutions!].

KPI 124

KPI Metrics Measurement ROI 124

AWS Big Data

MARCH 7, 2023

It covers how to use a conceptual, logical architecture for some of the most popular gaming industry use cases like event analysis, in-game purchase recommendations, measuring player satisfaction, telemetry data analysis, and more. Unlike ingestion processes, data can be transformed as per business rules before loading.

Analytics 70

Analytics Data Warehouse Data Lake Metadata 70

CDW Research Hub

MAY 29, 2019

Identify where your company currently stands in data governance, while keeping in mind your master data management plan, data quality goals, data stewardship, data lineage, and metadata. Start to develop a data governance framework. Add a projected ROI on solving individual issues.

Data Governance 40

Data Governance Data Quality ROI Metadata 40

Sisense

SEPTEMBER 3, 2020

Besides strong technical skills (for instance, use of Hadoop, programming in R and Python , math, statistics), data scientists should also be able to tackle open-ended questions and undirected research in ways that bring measurable business benefits to their organization. See an example: Explore Dashboard.

Statistics 97

Statistics Metrics Visualization Finance 97

datapine

MARCH 27, 2019

Download right here your quick summary of the customers’ data world! Improving the ROI of your promotional and marketing activities. Unless you take the necessary precautions, you run the risk of having to deal with multiple non-common data entries that may make your stats, facts, figures, and metrics inconsistent.

Management 129

Management Data-driven Dashboards Visualization 129

CIO Business Intelligence

JANUARY 4, 2023

Though composable infrastructure may remove the restrictions of traditional architectures, there’s debate [3] about whether it can scale and whether the ROI would be reached by increased flexibility and utilization. Ready to evolve your analytics strategy or improve your data quality? Just starting out with analytics?

Cost-Benefit 56

Cost-Benefit Machine Learning Modeling Uncertainty 56

datapine

AUGUST 21, 2019

Yes, no sales team is perfect, and you can always get better at any of these areas, but this graph will help you to identify the “low hanging fruit” where you can invest a little bit of effort to get a large ROI. If you enjoy working with databases, you can easily create this graph with the help of SQL reporting tools. click to enlarge**.

Sales 235

Sales Dashboards KPI Visualization 235

IBM Big Data Hub

SEPTEMBER 11, 2023

How to quantify the impact : Quantify, articulate and measure the expected long-term benefit of a capability to justify the investment. Each recommendation was grounded in the user research conducted and validated to render significant return on investment (ROI) to the business mission of AZDCS. frequency (how many occurrences?),

Data-driven 90

Data-driven IT Measurement Cost-Benefit 90

datapine

DECEMBER 17, 2019

The purpose is not to track every statistic possible, as you risk being drowned in data and losing focus. Inclusivity: Expanding on decision-making, as these kinds of dashboards and reports serve up digestible data visualizations, members of your IT department will be able to use these reporting tools with ease, even under pressure.

Reporting 173

Reporting IT Key Performance Indicator Dashboards 173

datapine

JANUARY 21, 2020

The balance sheet gives an overview of the main metrics which can easily define trends and the way company assets are being managed. Every serious business uses key performance indicators to measure and evaluate success. Enhanced data quality. It doesn’t stop here. Operational optimization and forecasting.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

CIO Business Intelligence

NOVEMBER 29, 2022

By George Trujillo, Principal Data Strategist, DataStax Innovation is driven by the ease and agility of working with data. Increasing ROI for the business requires a strategic understanding of — and the ability to clearly identify — where and how organizations win with data. Data and cloud strategy must align.

Data Architecture 104

Data Architecture Data Integration IoT Strategy 104

Occam's Razor

AUGUST 13, 2012

The questions reveal a bunch of things we used to worry about, and continue to, like data quality and creating data driven cultures. Yehoshua Coren: Best ways to measure user behavior in a multi-touch, multi-device digital world. What's possible to measure. What's not possible to measure.

Modeling 124

Modeling Metrics Data Quality Data-driven 124

datapine

APRIL 15, 2020

You will measure your success by delivering the project, not by the level of documentation you’re producing, therefore, documentation should be developed only when necessary. That way, the stakeholder’s ROI can be maximized while agilists can truly manage change instead of preventing it.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

Domino Data Lab

JUNE 23, 2019

Companies with successful ML projects are often companies that already have an experimental culture in place as well as analytics that enable them to learn from data. Ensure that product managers work on projects that matter to the business and/or are aligned to strategic company metrics. That’s another pattern.

Management 110

Management Machine Learning Experimentation Metrics 110

Occam's Razor

APRIL 21, 2014

I am having issues prioritizing 1) recommending fixing on site issues affecting real traffic levels versus 2) correcting significant configuration issues in Analytics measuring current site traffic. Even the worst analytics configuration in the world will most likely allow you to measure cart and checkout abandonment rate.

Marketing Analytics 131

Marketing Analytics Marketing Analytics Measurement 131

Andrew White

JANUARY 9, 2022

First, how we measure emissions and carbon footprint is about data design and policy. In other words, D&A plays a key role in the foundational measuring angle. This is the same for scope, outcomes/metrics, practices, organization/roles, and technology. They can all help you at any time depending not the context.

Analytics 64

Analytics Measurement Modeling Data-driven 64

Domino Data Lab

FEBRUARY 4, 2019

Eric’s article describes an approach to process for data science teams in a stark contrast to the risk management practices of Agile process, such as timeboxing. As the article explains, data science is set apart from other business functions by two fundamental aspects: Relatively low costs for exploration. Why does this matter?

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

DataKitchen

JUNE 24, 2021

GE formed its Digital League to create a data culture. One of the keys for our success was really focusing that effort on what our key business initiatives were and what sorts of metrics mattered most to our customers. So we really prioritized the data that we thought had the biggest chance of delivering success in the end.

ROI 211

ROI Metrics Measurement Cost-Benefit 211

datapine

FEBRUARY 22, 2022

This includes defining the main stakeholders, assessing the situation, defining the goals, and finding the KPIs that will measure your efforts to achieve these goals. But the rewards outperform by far its costs, and it is well known that business intelligence ROI is real even if it is sometimes hard to quantify. It’s that simple.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Key Performance Indicator 218

datapine

JANUARY 31, 2022

Because things are changing and becoming more competitive in every sector of business, the benefits of business intelligence and proper use of data analytics are key to outperforming the competition. Business Intelligence And Analytics Lead To ROI. Consumers have grown more and more immune to ads that aren’t targeted directly at them.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

CIO Business Intelligence

MAY 2, 2023

While citizen developers can improve micro-efficiency, business agility, and innovation, they also present risks, such as security, compliance, privacy, data quality, duplication of efforts and technologies, and mounting technical debt.

Cost-Benefit 100

Cost-Benefit Risk Enterprise Optimization 100

Alation

FEBRUARY 17, 2023

Reichental describes data governance as the overarching layer that empowers people to manage data well ; as such, it is focused on roles & responsibilities, policies, definitions, metrics, and the lifecycle of the data. In this way, data governance is the business or process side. What do they care about?

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

datapine

MAY 17, 2021

Studies suggest that 79% of enterprise executives believe that companies that do not leverage big data in the right way will lose their competitive position and could ultimately face extinction. Moreover, 83% of executives have pursued big data projects to gain a competitive edge. They improve data accessibility.

Visualization 161

Visualization Data-driven Business Intelligence Metrics 161

Alation

JANUARY 27, 2022

Data now comes from so many sources that integrating, cleaning, and transforming it across systems is difficult. Data quality problems cause low productivity, inefficiency, high costs, and errors in decision-making. Many organizations are turning to active data governance to minimize the burden of governance tasks.

Data Governance 52

Data Governance Analytics Cost-Benefit Data-driven 52

Jet Global

MAY 28, 2019

A data warehouse is typically used by companies with a high level of data diversity or analytical requirements. Cubes are a great way for non-technical users to access data and report on because of the way they are structured: the heavy lifting is already done through pre-calculation. Download Now.

Data Warehouse 85

Data Warehouse Reporting Business Intelligence Sales 85

Andrew White

JANUARY 11, 2021

See Roadmap for Data Literacy and Data-Driven Business Transformation: A Gartner Trend Insight Report and also The Future of Data and Analytics: Reengineering the Decision, 2025. measuring value, prioritizing (where to start), and data literacy? where performance and data quality is imperative?

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52