Sisense

OCTOBER 15, 2020

Every data professional knows that ensuring data quality is vital to producing usable query results. Streaming data can be extra challenging in this regard, as it tends to be “dirty,” with new fields that are added without warning and frequent mistakes in the data collection process.

Dashboards 98

Dashboards IoT Optimization Internet of Things 98

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. How do we think about the quality of human ratings, and how do we quantify our understanding is the subject of this post. While human-labeled data is critical to many important applications, it also brings many challenges.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

O'Reilly on Data

OCTOBER 22, 2020

We then each chose our top three questions, which we’ve detailed in this article. The safest course of action is also the slowest and most expensive: obtain your training data as part of a collection strategy that includes efforts to obtain the correct representative sample under an explicit license for use as training data.

Consulting 303

Consulting Risk Cost-Benefit Modeling 303

Domino Data Lab

JUNE 23, 2019

These measurement-obsessed companies have an advantage when it comes to AI. Google, Facebook, other leaders, they really have set up a culture of extreme measurement where every part of their product experience is instrumented to optimize clicks and drive user engagement. It just looks like plausible English.

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 132

Marketing Analytics Marketing Analytics Measurement 132

Domino Data Lab

FEBRUARY 4, 2019

For a sample of some of Dr. Kahneman’s recent work, check out this Harvard Business Review (HBR) article, “ Noise: How to Overcome the High, Hidden Cost of Inconsistent Decision Making.” Data science tinkering is typically accompanied by evidence for the merits of the exploration. Articulating process for data science.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

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. 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. Experts say that BI and data analytics makes the decision-making process 5x times faster for businesses. The results?

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

Alation

MARCH 5, 2021

Though data governance has different names and may be described in many ways, this is what we’ll be focusing on in this article: Why is Data Governance Important? Data Governance Roles. 3 Major Forms of Data Governance. Democratizing Data. How Alation Activates Data Governance. Data Governance Roles.

Data Governance 59

Data Governance Data Quality Dashboards Risk 59

datapine

APRIL 16, 2019

By implementing the right reporting tools and understanding how to analyze as well as to measure your data accurately, you will be able to make the kind of data driven decisions that will drive your business forward. What Is Data Driven Decision Making? Quantitative data analysis focuses on numbers and statistics.

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287