O'Reilly on Data

NOVEMBER 7, 2019

Synthetic video is useful for creating and animating Anime characters ; NVidia has used generative adversarial networks (GANs) to create visuals that can be used in video games. We’d add a fourth suggestion: social media companies should not pass any video on to their consumers until it has been tested, even if that delays posting.

Advertising 150

Advertising Metadata Technology Software 150

Domino Data Lab

DECEMBER 2, 2020

Due to its importance in both theory and applications, this algorithm is one of three algorithms awarded the Test of Time Award at the KDD conference in 2014. To test out DBSCAN, I’m going to use a dataset consisting of annual customer data for a wholesale distributor. Application. astype("float32", copy = False).

Metrics 116

Metrics KDD Testing Machine Learning 116

Insight

JANUARY 14, 2020

CNNs have been widely considered state-of-the-art tools for computer vision since 2012, when AlexNet won the ImageNet Large Scale Visual Recognition Challenge (ILSVRC). The VGG16 architecture was the runner-up in the ILSVRC-2014 challenge. VGG16 was developed by the “Visual Geometry Group” (VGG) at Oxford. Why use a CNN?

Metrics 58

Metrics Optimization Modeling Testing 58

The Unofficial Google Data Science Blog

APRIL 23, 2024

Figure 4: Visualization of a central composite design. Multiparameter experiments, however, generate richer data than standard A/B tests, and automated t-tests alone are insufficient to analyze them well. Journal of Statistical Software, 56(1):1-56, 2014. [5] Testing Statistical Hypotheses. R package version 2.3-3,

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

datapine

FEBRUARY 23, 2023

That said, there is still a lack of charting literacy due to the wide range of visuals available to us and the misuse of statistics. In many cases, even the chart designers are not picking the right visuals to convey the information in the correct way. Let’s dive into them.

Visualization 177

Visualization Dashboards Sales Measurement 177

Domino Data Lab

AUGUST 22, 2019

At the time—in 2014—the three were colleagues working. Note: A test set of 19,500 such analogies was developed by Tomas Mikolov and his colleagues in their 2013 word2vec paper. This test set is available at download.tensorflow.org/data/questions-words.txt.]. Relative to extrinsic evaluations, intrinsic tests are quick.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

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

Domino Data Lab

APRIL 3, 2019

A quick tour through that vendor list shows a mix of early-stage, growth-stage, several firms taken by private equity, even a public listing – Varonis was the first tech IPO of 2014. data to train and test models poses new challenges: The need for reproducibility in analytics workflows becomes more acute.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Sisense

JUNE 9, 2021

Heat map data visualizations have shown teams that keep possession of the ball and maintain high intensity are most likely to score goals and win games. On 8 July 2014, Brazil suffered its worst ever defeat at the hands of Germany, losing 7-1 in the World Cup semifinal. Example of Sisense player performance dashboard.

Analytics 98

Analytics Data-driven Internet of Things Measurement 98

Sisense

FEBRUARY 24, 2021

To help provide guidance for what role a chief data officer should play at a particular organization, Yang Lee and a research team introduced their cubic framework for the chief data officer in their seminal 2014 paper for MIS Quarterly Executive. This situation can quickly pose a dilemma for the chief data officer.

Data Warehouse 69

Data Warehouse Big Data Metrics Visualization 69

O'Reilly on Data

JULY 25, 2023

To provide some coherence to the music, I decided to use Taylor Swift songs since her discography covers the time span of most papers that I typically read: Her main albums were released in 2006, 2008, 2010, 2012, 2014, 2017, 2019, 2020, and 2022. This choice also inspired me to call my project Swift Papers.

Consulting 246

Consulting Interactive Software IT 246

BizAcuity

MAY 10, 2022

2014: Satya Nadella, who is influential behind Microsoft’s cloud market ventures, becomes the CEO of Microsoft. Microsoft also releases Power BI, a data visualization and business intelligence tool. AWS rolls out SageMaker, designed to build, train, test and deploy machine learning (ML) models.

Data-driven 52

Data-driven IoT Unstructured Data Data Lake 52

Occam's Razor

FEBRUARY 9, 2015

Structure tests to validate these hypotheses. My favourite method is to use the Traffic Dashboard report in Compete (as I'd mentioned in my post on data visualization strategies and examples ). In each case, frame it as a hypothesis, test it, make bigger changes. Look for Audience Interests type data from your CI tool.

Metrics 155

Metrics Reporting IT Advertising 155

datapine

JANUARY 31, 2022

Everything is being tested, and then the campaigns that succeed get more money put into them, while the others aren’t repeated. BI users analyze and present data in the form of dashboards and various types of reports to visualize complex information in an easier, more approachable way. 6) Smart and faster reporting.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214