O'Reilly on Data

OCTOBER 16, 2018

Create a coherent BI strategy that aligns data collection and analytics with the general business strategy. They recognize the instrumental role data plays in creating value and see information as the lifeblood of the organization. That’s why decision-makers consider business intelligence their top technology priority.

Business Intelligence 150

Business Intelligence Data Science Descriptive Analytics Strategy 150

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

Smart Data Collective

FEBRUARY 14, 2020

The money was then traced to companies in Germany and New Zealand, which were responsible for hosting the data. It seems that data leakers did not even use a proxy network and leaked their own information. Unfortunately, the granular data collected by these sites can also fall into the wrong hands.

Big Data 101

Big Data Reporting Risk Advertising 101

datapine

FEBRUARY 9, 2024

The process helps businesses and decision-makers measure the success of their strategies toward achieving company goals. How does Company A measure the success of each individual effort so that it can isolate strengths and weaknesses? Key performance indicators enable businesses to measure their own ability to set and achieve goals.

KPI 221

KPI Management Key Performance Indicator Measurement 221

The Unofficial Google Data Science Blog

JULY 18, 2023

E ven after we account for disagreement, human ratings may not measure exactly what we want to measure. Overview Human-labeled data is ubiquitous in business and science, and platforms for obtaining data from people have become increasingly common. And for thousands of years, measurement was as simple as this.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

Smart Data Collective

OCTOBER 26, 2019

In the event of a network shutdown or failure, it may take much longer to restore functionality (and therefore connection) to a cloud-hosted off-site backup. Having a physical off-site backup is a much better redundancy measure. However, reasonable is a subjective measure. For enterprise-based users, this is not acceptable.

Big Data 44

Big Data Data Lake Cost-Benefit Measurement 44

Occam's Razor

APRIL 15, 2019

Sadly still, negative data to the person/team receiving it. A decade ago, data people delivered a lot less bad news because so little could be measured with any degree of confidence. In 2019, we can measure the crap out of so much. Why be hurtin’? It is a lot of stuff!

Measurement 79

Measurement Strategy Data Processing Uncertainty 79

Occam's Razor

JULY 12, 2010

Let's go look at some tools… Measuring "Invisible Virality": Tynt. It measures how often a blog post is tweeted/retweeted. I also measure the # of Comments Per Post as a measure of how "engaging" / "valuable" people found the content to be. Or for that matter how many tools.

Analytics 96

Analytics Measurement Metrics KPI 96

IBM Big Data Hub

MARCH 29, 2024

Time-series metrics are a collection of data that is taken at regular intervals such as monthly sales data, or daily application traffic. Clear visibility into this type of data offers insights into patterns, trends and predictions for business planning. Prometheus uses PromQL to aggregate data and metrics.

Metrics 83

Metrics Visualization Measurement Optimization 83

Occam's Razor

JANUARY 12, 2015

Helpful post: You Are What You Measure, So Choose Your KPIs (Incentives) Wisely! ]. As we develop more sophistication to our measurement, they'll morph from being attributes of a Visitor to those of a Person. Each bucket has a host of specific segments for you. Checking data collection quality etc.

Analytics 150

Analytics Slice and Dice KPI Metrics 150

Smart Data Collective

OCTOBER 4, 2023

Essentially, a proxy provides a different public IP address – a function that may seem minor but serves a host of crucial purposes ranging from security measures to customer service enhancements and data collection. One of the reasons data collection is so scalable is due to data proxies.

Data-driven 93

Data-driven Advertising Data Collection Data Strategy 93

IBM Big Data Hub

NOVEMBER 14, 2023

Data monetization is not narrowly “selling data sets ;” it is about improving work and enhancing business performance by better-using data. External monetization opportunities enable different types of data in different formats to be information assets that can be sold or have their value recorded when used.

Strategy 113

Strategy Cost-Benefit Data-driven Measurement 113

Smart Data Collective

AUGUST 4, 2022

The authors state that data analytics saves managers time and reduces the risk of inadvertent bias. If you want to transform the employee performance appraisal process and make it more actionable and insightful, you can reach out for data collected via monitoring software for employees.

Data-driven 127

Data-driven Metrics Software Data Collection 127

CIO Business Intelligence

AUGUST 15, 2023

In increasingly politicized times, easily performing RLAs can provide a measure of confidence to the interested voter that elections are being run properly.” San Francisco’s IT effort “provides greater transparency to the public, minimizes human bias, and saves time,” Gerull says. “In

IT 98

IT Manufacturing IoT Cost-Benefit 98

IBM Big Data Hub

SEPTEMBER 7, 2023

IBM’s watsonx AI and data platform lets you go beyond being an AI user and become an AI value creator. Besides this, we apply a wide range of other quality measures. In addition, IBM will host StarCoder, a large language model for code, including over 80+ programming languages, Git commits, GitHub issues and Jupyter notebooks.

Modeling 106

Modeling Risk Unstructured Data Enterprise 106

Domino Data Lab

MAY 8, 2019

The lens of reductionism and an overemphasis on engineering becomes an Achilles heel for data science work. Instead, consider a “full stack” tracing from the point of data collection all the way out through inference. measure the subjects’ ability to trust the models’ results. training data”) show the tangible outcomes.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

AWS Big Data

MARCH 26, 2024

In this post, we discuss how you can use purpose-built AWS services to create an end-to-end data strategy for C360 to unify and govern customer data that address these challenges. We recommend building your data strategy around five pillars of C360, as shown in the following figure.

Data Strategy 68

Data Strategy Strategy Data Warehouse Prescriptive Analytics 68

Smart Data Collective

SEPTEMBER 6, 2020

You need to either host the application on your own servers or pay someone to host the application and your data. You’ll also need to provide application and data security. Gathering data on users and processing payments requires attention to security and compliance. Then consider costs to upgrade and update too.

B2B 106

B2B Data Analytics Analytics Cost-Benefit 106

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

Ontotext

MAY 18, 2020

The capacity and performance of supercomputers is measured with the so-called FLOPS (floating point operations per second). THE ROLE OF TEXT IN HEALTHCARE: Text is a unique resource because medical reports carefully describe the diagnosis associated with multimodal and multimedia data and also the relevant image content.

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

Alation

JANUARY 17, 2023

Data would be pulled from various sources, organized into, say, a table, and loaded into a data warehouse for mass consumption. This was not only time-consuming, but the growing popularity of cloud data warehouses compelled people to rethink this process. Examples of data transformation tools include dbt and dataform.

Data Warehouse 52

Data Warehouse Cost-Benefit Data Transformation Business Intelligence 52

Cloudera

JUNE 6, 2019

The typical Cloudera Enterprise Data Hub Cluster starts with a few dozen nodes in the customer’s datacenter hosting a variety of distributed services. Over time, workloads start processing more data, tenants start onboarding more workloads, and administrators (admins) start onboarding more tenants. Cloudera Manager 6.2

Metadata 85

Metadata Data Lake Optimization Strategy 85

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

Sisense

JULY 23, 2021

Not only does it support the successful planning and delivery of each edition of the Games, but it also helps each successive OCOG to develop its own vision, to understand how a host city and its citizens can benefit from the long-lasting impact and legacy of the Games, and to manage the opportunities and risks created.

Unstructured Data 105

Unstructured Data Internet of Things Data-driven Data Processing 105

IBM Big Data Hub

MARCH 20, 2024

Moreover, a public cloud model enables companies to automatically scale compute and storage resources up or down (along with data security measures and services) to meet their individual needs. In a public cloud computing model, a cloud service provider (CSP) owns and operates vast physical data centers that run client workloads.

Internet of Things 99

Internet of Things Cost-Benefit Data Processing IoT 99

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. The overall program should set a 2-year vision, mission, and goals, and then focus on execution, measuring progress along the way.

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

Occam's Razor

OCTOBER 12, 2017

Ask them what they worry about, ask them what they are solving for, ask them how they measure success, ask them what are two things on the horizon that they are excited about. The Future of Life Institute hosted a conference in Asilomar in Jan 2017 with just such a purpose. So on and so forth. If you can only watch one… 1.

Marketing 136

Marketing Analytics Machine Learning Strategy 136

Jet Global

MAY 1, 2023

Manage compliance through up-to-the-minute performance measures, workflow automation, and essential regulatory reports. Let’s just give our customers access to the data. You’ve settled for becoming a data collection tool rather than adding value to your product. How to measure the value.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52