O'Reilly on Data

MARCH 31, 2020

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. Measurement, tracking, and logging is less of a priority in enterprise software. These companies eventually moved beyond using data to inform product design decisions.

Management 332

Management Machine Learning Experimentation Metrics 332

datapine

MARCH 27, 2019

Download right here your quick summary of the customers’ data world! Customer data management is the key to sustainable commercial success. Here, we’ll explore customer data management, offering a host of practical tips to help you embrace the power of customer data management software the right way.

Management 129

Management Data-driven Dashboards Visualization 129

AWS Big Data

MARCH 26, 2024

In 2022, AWS commissioned a study conducted by the American Productivity and Quality Center (APQC) to quantify the Business Value of Customer 360. The following figure shows some of the metrics derived from the study. Organizations using C360 achieved 43.9% reduction in sales cycle duration, 22.8% faster time to market, and 19.1%

Data Strategy 69

Data Strategy Strategy Data Warehouse Prescriptive Analytics 69

DataRobot Blog

MAY 26, 2022

In the model-fitting procedure, the modeler is then able to measure the impact of each factor against the outcome. In contrast, many modern ML methods may combine data inputs in non-linear ways to produce outputs, making model explainability more difficult, yet necessary prior to productionization.

Risk 52

Risk Modeling Metrics Business Objectives 52

O'Reilly on Data

DECEMBER 12, 2019

Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes. 8] , [12] Again, traditional model assessment measures don’t tell us much about whether a model is secure.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

CIO Business Intelligence

JANUARY 4, 2023

Recently members of our community came together for a roundtable discussion, hosted by Dell Technologies, about trends, trials, and all the excitement around what’s next. Modern data analytics spans a range of technologies, from dedicated analytics platforms and databases to deep learning and artificial intelligence (AI).

Cost-Benefit 59

Cost-Benefit Machine Learning Modeling Uncertainty 59

datapine

APRIL 15, 2020

You need to determine if you are going with an on-premise or cloud-hosted strategy. 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. Construction Iterations.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

datapine

AUGUST 21, 2019

The next in our definitive rundown of sales charts and graphs is the sales dashboard focused on key performance indicators (KPIs) that are integral to sales success as they provide a measurable means of formulating strategies that drive conversions and encourage incremental growth. click to enlarge**.

Sales 235

Sales Dashboards KPI Visualization 235

AWS Big Data

NOVEMBER 16, 2023

Redshift provisioned clusters also support query monitoring rules to define metrics-based performance boundaries for workload management queues and the action that should be taken when a query goes beyond those boundaries. A predicate consists of a metric, a comparison condition (=, ), and a value.

Enterprise 83

Enterprise Data Warehouse Snapshot Cost-Benefit 83

DataKitchen

APRIL 13, 2021

RightData – A self-service suite of applications that help you achieve Data Quality Assurance, Data Integrity Audit and Continuous Data Quality Control with automated validation and reconciliation capabilities. QuerySurge – Continuously detect data issues in your delivery pipelines. Data breaks.

Testing 307

Testing Machine Learning Consulting Data Quality 307

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. 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.

Analytics 64

Analytics Measurement Modeling Data-driven 64

datapine

DECEMBER 17, 2019

But in this digital age, dynamic modern IT reports created with a state-of-the-art online reporting tool are here to help you provide viable answers to a host of burning departmental questions. The purpose is not to track every statistic possible, as you risk being drowned in data and losing focus.

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

Alation

SEPTEMBER 30, 2022

Seeing this trend, Bessemer sought to define a new metric for assessing the success of a private SaaS company – achieving $100M of ARR (annual recurring revenue). In this blog, I’ll talk about the data catalog and data intelligence markets, and the future for Alation. Measuring ourselves through customer impact.

Measurement 92

Measurement Metrics Data Governance Sales 92

Alation

OCTOBER 28, 2021

To make good on this potential, healthcare organizations need to understand their data and how they can use it. This means establishing and enforcing policies and processes, standards, roles, and metrics. Why Is Data Governance in Healthcare Important? Healthcare data is valuable and sensitive, so it must be protected.

Data Governance 52

Data Governance Measurement Modeling Metrics 52

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. It was titled, The Gartner 2021 Leadership Vision for Data & Analytics Leaders. This was for the Chief Data Officer, or head of data and analytics. measuring value, prioritizing (where to start), and data literacy? Great idea.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

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. A planned BI strategy will point your business in the right direction to meet its goals by making strategic decisions based on real-time data. Ensure data literacy.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Key Performance Indicator 218

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. In this way, data governance is the business or process side. Attendance was high, as were the number of excellent questions.

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. click to enlarge**. 5) Have advanced chart options.

Visualization 161

Visualization Data-driven Business Intelligence Metrics 161

Jet Global

OCTOBER 26, 2023

If your finance team is using JD Edwards (JDE) and Oracle E-Business Suite (EBS), it’s like they rely on well-maintained and accurate master data to drive meaningful insights through reporting. For these teams, data quality is critical. Ensuring that data is integrated seamlessly for reporting purposes can be a daunting task.

Data Quality 52

Data Quality Reporting Operational Reporting Finance 52