CIO Business Intelligence
JANUARY 23, 2024
Regardless of where organizations are in their digital transformation, CIOs must provide their board of directors, executive committees, and employees definitions of successful outcomes and measurable key performance indicators (KPIs). He suggests, “Choose what you measure carefully to achieve the desired results.
O'Reilly on Data
MAY 11, 2020
Not all models are created equal, however: they operate on different principles, and impact us as individuals and communities in different ways. To understand the menagerie of models that are fundamentally altering our individual and shared realities, we need to build a typology, a classification of their effects and impacts.
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O'Reilly on Data
APRIL 23, 2024
It first became obvious with social media: recommended posts and amplification of addictive, divisive content in order to keep users scrolling, creating additional surface area for advertising. Amazon was late to the party, but once it discovered advertising, it went all in. These companies did continue to innovate.
O'Reilly on Data
DECEMBER 12, 2019
Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML. Because all ML models make mistakes, everyone who cares about ML should also care about model debugging. [1]
datapine
DECEMBER 28, 2021
Misuse of statistics often happens in advertisements, politics, news, media, and others. These controlling measures are essential and should be part of any experiment or survey – unfortunately, that isn’t always the case. This means that there is no definable justification for the placement of the visible measurement lines.
O'Reilly on Data
JULY 28, 2020
These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ). Any metric can and will be abused.
O'Reilly on Data
SEPTEMBER 15, 2020
Customer stakeholders are the people and companies that advertise on the platform, and are most concerned with ROI on their ad spend. In my book, I introduce the Technical Maturity Model: I define technical maturity as a combination of three factors at a given point of time. characters, words, or sentences).
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