The Unofficial Google Data Science Blog

APRIL 23, 2024

If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP). However, joint optimization is possible by increasing both $x_1$ and $x_2$ at the same time.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

JULY 31, 2024

The company has been bundling various forms of automation into its Einstein brand since 2016. This is where marketing teams will probably spend much of their time, as finding the right prompt to generate the optimal messaging to customers is very much a combination of art and science. This isn’t a new push for Salesforce.

Data Lake 119

Data Lake IT Sales Experimentation 119

CIO Business Intelligence

JUNE 28, 2023

As Belcorp considered the difficulties it faced, the R&D division noted it could significantly expedite time-to-market and increase productivity in its product development process if it could shorten the timeframes of the experimental and testing phases in the R&D labs. This allowed us to derive insights more easily.”

Digital Transformation 105

Digital Transformation Cost-Benefit Informatics Data mining 105

DataRobot Blog

SEPTEMBER 22, 2022

Since 2016, DataRobot has aligned with customers in finance, retail, healthcare, insurance and more industries in France with great success, with the first customers being leaders in the insurance space. . Leading French organizations are recognizing the power of AI to accelerate the impact of data science.

Big Data 52

Big Data Insurance Experimentation Data Science 52

Cloudera

APRIL 9, 2019

In 2016, 60.9% For example, if you want to optimize for agility and experimentation, you probably will be better off doing so with an ephemeral public cloud infrastructure. Enterprises are moving to the cloud. Enterprises plan to implement new apps primarily in the cloud while migrating 20.7% of existing apps to public cloud.

Strategy 54

Strategy Experimentation Business Objectives Metadata 54

Domino Data Lab

AUGUST 22, 2019

You can home in on an optimal value by specifying, say, 32 dimensions and varying this value by powers of 2. If we were using CBOW, then a window size of 5 (for a total of 10 context words) could be near the optimal value. Note: This 5,000-word threshold may not be optimal, but we didn’t take the time to test lower or higher values.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

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. What’s going on?

IoT 26

IoT Big Data Data Warehouse Uncertainty 26