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

Depict Data Studio

NOVEMBER 4, 2022

Can I hire you to help me prep for the Excel tests that I’ll have to take as part of the hiring process?” By 2014, thanks to blogging and YouTubing, there was so much demand for my dataviz training that I left the corporate world and started my own company. I didn’t create the test!! “I loved your talk!”

Dashboards 75

Dashboards Testing Software Consulting 75

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

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

NOVEMBER 18, 2014

Like a vast majority on planet Earth, I love data visualizations. A day-to-day manifestation of this love is on my Google+ or Facebook profiles where 75% of my posts are related to my quick analysis and learnings from a visualization. Data visualized is data understood. But for a visual person like me, this is the ah-ha moment.

Visualization 143

Visualization Slice and Dice Predictive Modeling Metrics 143

Depict Data Studio

APRIL 10, 2023

Visualizing data in charts, graphs, dashboards, and infographics is one of the most powerful strategies for getting your numbers out of your spreadsheets and into real-world conversations. But it can be overwhelming to get started with data visualization. If so, this step-by-step data visualization guide is for you!

Visualization 105

Visualization Dashboards Testing Reporting 105

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

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

Darkhorse

NOVEMBER 23, 2016

Visualization is not a straight path from vision to reality. To start, we simply put a single year’s (2014) migration data on the map. 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.

Visualization 40

Visualization Interactive Testing Modeling 40

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

AUGUST 1, 2021

Joint training, for example, adds an additional “explanation task” to the original problem and trains the system to solve the two “jointly” (see Bahdanau, 2014). Skater provides a wide range of algorithms that can be used for visual interpretation (e.g. layer-wise relevance propagation), model distillation (e.g.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

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

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