2018 Experimentation Modeling Optimization 
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.
CIO Business Intelligence
APRIL 25, 2023
A transformer is a type of AI deep learning model that was first introduced by Google in a research paper in 2017. Five years later, transformer architecture has evolved to create powerful models such as ChatGPT. Meanwhile, however, many other labs have been developing their own generative AI models.
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Sisense
JULY 24, 2019
NLQ serves those users who are in a rush, or who lack the skills or permissions to model their data using visualization tools or code editors. Last, and still a very painful challenge for most users, is the familiarity with the underlying data and data model. when the user actually meant to compare between Q1 2018 to the whole of 2017?
Domino Data Lab
JANUARY 24, 2019
In 2018 we saw the “data science platform” market rapidly crystallize into three distinct product segments. These solutions help data analysts build models by automating tasks in data science, including training models, selecting algorithms, and creating features. Reflections. Jupyter) or IDEs (e.g.,
Insight
MARCH 27, 2019
It utilizes Bayesian optimization for discovering data augmentation strategies tailored to your image dataset. Not having enough labeled data often leads to overfitting, which means the model will not be able to generalize to unseen examples. Discovering the proper method requires time-consuming experimentation. 2018 , blog ).
Business Over Broadway
MAY 22, 2019
For those of you who are interested, here is Gartner’s latest (2018) hype cycle on emerging technologies. According to Gartner, companies need to adopt these practices: build culture of collaboration and experimentation; start with a 3-way partnership among executives leading digital initiative, line of business and IT.
Occam's Razor
JULY 24, 2018
work (collection, processing, reporting, analysis), processes, org structure, governance models, last-mile gaps , metrics ladders of awesomeness , and… so… much… more. Remember, tools, work, processes, org structure, governance models, last-mile gaps, metrics ladders of awesomeness, and… so… much… more. The Implications of Complexity.
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