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

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

Occam's Razor

JANUARY 28, 2013

There are 11 other things you should consider for your landing page optimization strategy: 1. " 3. , and eminently affordable ones like Optimizely and Visual Website Optimizer to run experiments that will prove I'm right. So why is it that YouTube's home page is still such a cluttered mess?

Marketing 164

Marketing Insurance Visualization IT 164

Domino Data Lab

AUGUST 22, 2019

Note: A test set of 19,500 such analogies was developed by Tomas Mikolov and his colleagues in their 2013 word2vec paper. You can home in on an optimal value by specifying, say, 32 dimensions and varying this value by powers of 2. s lead may not be the optimal choice. Note: Mikolov, T., arXiv:1301.3781].

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

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