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

Domino Data Lab

JANUARY 24, 2019

In 2018 we saw the “data science platform” market rapidly crystallize into three distinct product segments. Enterprises with teams of data scientists select these solutions to enable accelerated experimentation for individuals while simultaneously driving collaboration and governance for the organization.

Data Science 65

Data Science Marketing Data-driven Statistics 65

Cloudera

AUGUST 2, 2018

Leading insurers are underwriting policies with lower risks. How do you know when your Data Warehousing solution is working well? Surprisingly, when you fail to notice it. Here are some interesting observations that are often taken for granted: Credit card transactions are handled safely. Banks know more about their customers today.

Data Warehouse 51

Data Warehouse Insurance Experimentation Software 51

CIO Business Intelligence

MARCH 6, 2023

Otherwise, they say, IT simply moves the location of its servers from its own data centers to someone else’s — and risks missing out on the innovation, transformation, and speed to market that cloud adoption enables. Rather, Holden — like most CIOs — wanted his increasing use of cloud to enable and shape the company’s transformation agenda.

IT 127

IT Strategy Cost-Benefit Consulting 127

Occam's Razor

JUNE 4, 2018

It is 2018—why are there still light gray below-the-fold add to cart buttons? It is 2018—why are there still light gray below-the-fold add to cart buttons? By every indicator available, ecommerce is continuing to grow at an insane speed. Still, I’m heartbroken that some the simplest elements of ecommerce stink so much. Deep breath.

Strategy 124

Strategy Cost-Benefit Testing Sales 124

Domino Data Lab

FEBRUARY 4, 2019

Spoiler alert: a research field called curiosity-driven learning is emerging at the nexis of experimental cognitive psychology and industry use cases for machine learning, particularly in gaming AI. and dig into details about where science meets rhetoric in data science. This is not that. Here’s our CFP , open through February 26.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Domino Data Lab

JULY 2, 2019

AutoPandas was created at UC Berkeley RISElab and the general idea is described in the NeurIPS 2018 paper “ Neural Inference of API Functions from Input–Output Examples ” by Rohan Bavishi, Caroline Lemieux, Neel Kant, Roy Fox, Koushik Sen, and Ion Stoica. Program Synthesis Papers at ICLR 2018 ” – Illia Polosukhin (2018-05-01).

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Ontotext

DECEMBER 30, 2022

9 years of research, prototyping and experimentation went into developing enterprise ready Semantic Technology products. In 2019 the market for graph databases and knowledge graphs started heating up – appearing on Gartner’s hype curves in 2018. The first 18 years: Develop vision and products and deliver to innovation leaders.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

Ontotext

DECEMBER 30, 2022

9 years of research, prototyping and experimentation went into developing enterprise ready Semantic Technology products. In 2019 the market for graph databases and knowledge graphs started heating up – appearing on Gartner’s hype curves in 2018. The first 18 years: Develop vision and products and deliver to innovation leaders.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

O'Reilly on Data

SEPTEMBER 11, 2019

So, we used a form of the Term Frequency-Inverse Document Frequency (TF/IDF) technique to identify and rank the top terms in this year’s Strata NY proposal topics—as well as those for 2018, 2017, and 2016. 2) is unchanged from Strata NY 2018, it’s up three places from Strata NY 2017—and eight places relative to 2016. 221) to 2019 (No.

IoT 20

IoT Big Data Data Warehouse Uncertainty 20

Domino Data Lab

MAY 8, 2019

2018-06-21). That’s a risk in case, say, legislators – who don’t understand the nuances of machine learning – attempt to define a single meaning of the word interpret. They’ve become “embedded institutions” in engineering. Unfortunately, ML applications introduce twists that are not matters for engineering to resolve. intelligibility.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

CIO Business Intelligence

AUGUST 1, 2023

During keynotes and discussions with CIOs, I remind everyone how strategic priorities evolve significantly every two years or less, from growth in 2018, to pandemic and remote work in 2020, to hybrid work and financial constraints in 2022. Digital transformation must be a core organizational competency.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98

O'Reilly on Data

MAY 11, 2020

Television only lacked the immediate feedback that comes with clicks, tracking cookies, tracking pixels, online experimentation, machine learning, and “agile” product cycles. In David Foster Wallace’s novel Infinite Jest , there is a video tape known as “The Entertainment.” And like a lot of near-future SciFi, it’s remarkably prescient.

Modeling 195

Modeling Advertising Recreation/Entertainment Metrics 195