AWS Big Data

OCTOBER 23, 2023

For interactive applications, Athena Spark allows you to spend less time waiting and be more productive, with application startup time in under a second. Plot visuals from the SQL queries It’s straightforward to use Spark SQL, including across AWS accounts for data exploration, and not complicated to extend Athena Spark with UDFs.

Data Lake 102

Data Lake Visualization Optimization Interactive 102

AWS Big Data

FEBRUARY 1, 2023

You can visually create, run, and monitor extract, transform, and load (ETL) pipelines to load data into your data lakes. Athena for SQL queries Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. This will make launching and testing models simpler.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

The Unofficial Google Data Science Blog

MARCH 31, 2016

Often our data can be stored or visualized as a table like the one shown below. Column "a" is an advertiser id, "b" is a web site, and "c" is the 'interaction' of columns "a" and "b". $y$ both L1 and L2 penalties; see [8]) which were tuned for test set accuracy (log likelihood). arXiv preprint arXiv:1506.04416 (2015). [6]

Modeling 40

Modeling Statistics Advertising Testing 40

Domino Data Lab

AUGUST 1, 2021

The need for interaction – complex decision making systems often rely on Human–Autonomy Teaming (HAT), where the outcome is produced by joint efforts of one or more humans and one or more autonomous agents. Skater provides a wide range of algorithms that can be used for visual interpretation (e.g. 2015) for additional details.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Domino Data Lab

JULY 9, 2019

A “data scientist” might build a multistage processing pipeline in Python, design a hypothesis test, perform a regression analysis over data samples with R, design and implement an algorithm in Hadoop, or communicate the results of our analyses to other members of the organization in a clear and concise fashion. And it works.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

Darkhorse

NOVEMBER 23, 2016

Visualization is not a straight path from vision to reality. But, seeing one visualization regularly leads to ideas about another. We get that sense of motion for geographically close states, but the visual doesn’t match our mental model of migration. So we made an interactive with both. Iteration is essential.

Visualization 40

Visualization Interactive Testing Modeling 40

CIO Business Intelligence

APRIL 12, 2022

Even though Nvidia’s $40 billion bid to shake up enterprise computing by acquiring chip designer ARM has fallen apart, the merger and acquisition (M&A) boom of 2021 looks set to continue in 2022, perhaps matching the peaks of 2015, according to a report from risk management advisor Willis Towers Watson. Tableau buys Narrative Science.

Technology 142

Technology Enterprise Consulting Software 142