Domino Data Lab

JANUARY 6, 2019

Guess who benefits most by that? For another perspective: ask anyone who’s ever maintained a popular open source project about the benefits of publishing and peer review w.r.t. Jake Vanderplas (2016). Lend a friendly ear when they’re ready to change jobs and need to talk about new opportunities. Provide references. Think Stats.

Data Science 56

Data Science Machine Learning Reporting Visualization 56

Cloudera

OCTOBER 26, 2020

The validation of both solutions functioning as intended will benefit our joint customers with better support, reduced risk, and lower total cost of ownership (TCO). . ACID transactions, ANSI 2016 SQL SupportMajor Performance improvements. Better fit for Data Mart migration use cases (interactive, BI style queries).

Testing 89

Testing Cost-Benefit Unstructured Data Big Data 89

datapine

SEPTEMBER 11, 2019

billion , growing at a CAGR of 26.98% from 2016. One of the primary benefits of BI is the ability to make better and more valuable decisions, and this business intelligence example is based on that very idea. With the help of sales graphs and charts , the data was easily interacted with, and presented on a single screen.

Business Intelligence 161

Business Intelligence Analytics Sales Dashboards 161

Insight

MAY 20, 2020

When I was an Insight Data Engineering Fellow in 2016, I knew very little about Apache Spark prior to starting the program. Then you could weigh that against the benefits and drawbacks (e.g., Keep in mind that spark-shell is meant to be an interactive sandbox. Worse, documentation seemed sparse and wasn’t helpful to beginners.

Data Warehouse 106

Data Warehouse Optimization Interactive Cost-Benefit 106

The Unofficial Google Data Science Blog

MARCH 31, 2016

In the context of prediction problems, another benefit is that the models produce an estimate of the uncertainty in their predictions: the predictive posterior distribution. Column "a" is an advertiser id, "b" is a web site, and "c" is the 'interaction' of columns "a" and "b". $y$ arXiv preprint arXiv:1602.00047, (2016). [8]

Modeling 40

Modeling Statistics Advertising Testing 40

Domino Data Lab

AUGUST 22, 2019

[Note: In more technical machine learning terms, the cost function of the skip-gram architecture is to maximize the log probability of any possible context word from a corpus given the current target word.] A major benefit of fastText. Interactive bokeh plot of two-dimensional word-vector data. Joulin, A., arXiv: 1607.01759.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

O'Reilly on Data

MAY 11, 2020

Many of the models you interact with are mediated through screens, and there’s no shortage of news about how many of us spend our lives glued to them. David Foster Wallace had the general structure of the user–product interaction correct. Let’s start by looking at how models impact us. SCREENS, FEEDBACK, AND “THE ENTERTAINMENT”.

Modeling 189

Modeling Advertising Recreation/Entertainment Metrics 189