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). Figure 2: Spreading measurements out makes estimates of model (slope of line) more accurate.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

JUNE 28, 2023

In a recent article , Rajeev Ronanki, CEO of Lyric and author of bestseller You and AI , attributes the failure of a 2013 joint venture between MD Anderson and IBM Watson Health to the wrong mindset. Experimentation with a use case driven approach. Exploring the art of the possible and identifying top use cases is the name of the game.

Enterprise 52

Enterprise Experimentation Risk Data-driven 52

Domino Data Lab

AUGUST 22, 2019

The excerpt covers how to create word vectors and utilize them as an input into a deep learning model. While the field of computational linguistics, or Natural Language Processing (NLP), has been around for decades, the increased interest in and use of deep learning models has also propelled applications of NLP forward within industry.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

Occam's Razor

JANUARY 28, 2013

It shows the normal distribution of XS, S, L etc, but it also shows, how cool is this, the Model's size (S in this case), her height, bust, waist and hip size! You can't try the dress on, but this data helps you understand if it will look on you just like it does on the model. The model you see above just starts moving!

Marketing 164

Marketing Insurance Visualization IT 164

Occam's Razor

APRIL 29, 2013

A benchmark for you: In 2013 if 30% of your time, Ms./Mr. By lowering your bounce rate all you managed to accomplish is get your ads created and targeted properly and optimize the landing pages. It incentivises sub optimal behavior in your employees/agencies. In the latter group I discovered that there were two common themes.

Marketing 166

Marketing Metrics Advertising Measurement 166