The Unofficial Google Data Science Blog

APRIL 23, 2024

To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. by CHRIS HAULK It is sometimes useful to think of a large-scale online system ( LSOS ) as an abstract system with parameters $X$ affecting responses $Y$.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Smart Data Collective

FEBRUARY 4, 2020

Phase 0 is the first to involve human testing. Phase I involves dialing-in the proper dosage and further testing in a larger patient pool. In a report on the failure rates of drug discovery efforts between 2013 and 2015, Richard K. At first glance, artificial intelligence may feel like a step away from our humanity.

Experimentation 100

Experimentation Testing Modeling Strategy 100

Occam's Razor

APRIL 29, 2013

A benchmark for you: In 2013 if 30% of your time, Ms./Mr. It turns out that Marketers, especially Digital Marketers, make really silly mistakes when it comes to data. Small data. In the last couple months I've spent a lot of time with senior level marketers on three different continents. Silly not in their eyes, silly in my eyes.

Marketing 166

Marketing Metrics Advertising Measurement 166

The Data Visualisation Catalogue

MARCH 18, 2019

Here, 3D Treemaps were tested for visualising the classificatory distribution of patent collections in the International Patent Classification (IPC) system. From exploring all of these examples, you can see that this visualisation isn’t just a wacky experimental way of bringing a Treemap into the third dimension. Luboschnik, H.

Visualization 46

Visualization Interactive Software Experimentation 46

Insight

MARCH 12, 2020

In 2013, Robert Galbraith?—?an an aspiring author?—?finished finished his first novel, Cuckoo’s Calling. It had all the trappings of a great story: a suspicious death, a private investigator haunted by his past, intrigue, pace, and misdirection. often without even looking at it. often without even looking at it. features) and metadata (i.e.

Modeling 59

Modeling Metadata Publishing Sales 59

Domino Data Lab

AUGUST 22, 2019

Removing stop words: These are frequently occurring words that tend to contain relatively little distinctive meaning, such as the , at, which , and of. There is no universal consensus on the precise list of stop words, but depending on your application it may be sensible to ensure that certain words are (or aren’t!) considered to be stop words.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

Occam's Razor

JANUARY 28, 2013

We are surrounded by incredible digital experiences. Masterful design, branding and marketing. Yet, it would be fair to say we are also drowning in awful digital experiences – or, at the very minimum, experiences that seem to be stuck in 1991. As a Digital Marketing Evangelist you can imagine how much that pains me. I really do. The page knows that!

Marketing 164

Marketing Insurance Visualization IT 164