Smart Data Collective

FEBRUARY 4, 2020

Current R&D Models Provide Diminishing Returns. In a report on the failure rates of drug discovery efforts between 2013 and 2015, Richard K. Now, picture the same process using heuristic models, machine vision, and artificial intelligence. Artificial intelligence can help us take better care of those we’ve left behind.

Experimentation 100

Experimentation Testing Modeling Strategy 100

The Unofficial Google Data Science Blog

APRIL 23, 2024

Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well. That is true generally, not just in these experiments — spreading measurements out is generally better, if the straight-line model is a priori correct.

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

Insight

MARCH 12, 2020

In 2013, Robert Galbraith?—?an The AIgent was built with BERT, Google’s state-of-the-art language model. In this article, I will discuss the construction of the AIgent, from data collection to model assembly. More relevant to the AIgent is Google’s BERT model, a task-agnostic (i.e. an aspiring author?—?finished

Modeling 59

Modeling Metadata Publishing Sales 59

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. Don't waste your marketing and advertising on targeting, delivery and engagement mental models that were created in the age of Mad Men. Leverage the mental models of our day and age and you'll be immensely successful. There is a lot of intent data on the web.

Marketing 166

Marketing Metrics Advertising Measurement 166