Domino Data Lab

SEPTEMBER 9, 2019

Next let’s use the displaCy library to visualize the parse tree for that sentence: In [4]: from spacy import displacy?? The displaCy library provides an excellent way to visualize named entities: In [15]: displacy.render(doc, style="ent"). lemma – a root form of the word. part of speech. for a, b in pairs:?.

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110

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. Now, let’s visualize the normalized dataset: As you can see, there is positive correlation between grocery purchases and milk product purchases. astype("float32", copy = False).

Metrics 116

Metrics KDD Testing Machine Learning 116

Domino Data Lab

AUGUST 22, 2019

At the time—in 2014—the three were colleagues working. Human brains are not well suited to visualizing anything in greater than three dimensions. Visualizing data using t-SNE. A major alternative to word2vec is GloVe—global vectors for word representation—which was. Pennington, J., GloVe: Global vectors. Plotting Word Vectors.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

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.

Data Warehouse 69

Data Warehouse Big Data Metrics Visualization 69

AWS Big Data

AUGUST 7, 2023

to create forecast tables and visualize the data. Time series data is plottable on a line graph and such time series graphs are valuable tools for visualizing the data. The data contains measurements of electric power consumption in different households for the year 2014. In our case, we use Amazon Redshift Query Editor v2.0

Forecasting 90

Forecasting Data Warehouse Machine Learning Modeling 90

Alation

FEBRUARY 20, 2020

Today most progressive data-centered businesses have modern data visualization tools and some form of data lake. Alation has some of the best engagement metrics we’ve ever seen outside of consumer web services. He joined Icon Ventures in 2014, bringing over 17 years of executive experience. It’s that simple.

Contextual Data 52

Contextual Data Data Lake Metadata Enterprise 52

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). We pass 3 parameters: loss, optimizer , and metrics. Choosing your evaluation metric Lastly, metrics just refers to your choice of evaluation metric.

Metrics 58

Metrics Optimization Modeling Testing 58

CIO Business Intelligence

DECEMBER 18, 2023

So the SAP Sports One solution, a cloud-based sports management suite that makes it possible to visualize in real-time team performance, was developed in close relationship with the club in 2014.

Sales 52

Sales Finance Optimization Interactive 52

AWS Big Data

JULY 25, 2023

licensed, open-source search and analytics suite, comprising OpenSearch (a search, analytics engine, and vector database), OpenSearch Dashboards (a visualization and utility user interface), and plugins that provide advanced capabilities like enterprise-grade security, anomaly detection, observability, alerting, and much more.

Cost-Benefit 80

Cost-Benefit Modeling Management Optimization 80

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

IBM Big Data Hub

AUGUST 7, 2023

AI enables efficient and accurate tracking and reporting of key performance metrics related to site performance such as enrollment rate, dropout rate, enrollment target achievement, participant diversity, etc. 2014 Bentley C, Cressman S, van der Hoek K, Arts K, Dancey J, Peacock S. Department of Health and Human Services.

Optimization 55

Optimization Forecasting Data-driven Statistics 55

Jet Global

MAY 27, 2021

Back in 2014, The Lab Consulting wrote in CFO.com about the waste that exists in management reporting. Reporting and visual analysis. Summarize masses of data into easy-to-consume visualizations and dashboards, with the ability to drill down to transaction level. It’s like looking for a needle in a haystack. Cairn Energy.

Reporting 52

Reporting Cost-Benefit Dashboards Finance 52

CIO Business Intelligence

AUGUST 5, 2022

Data visualization definition. Data visualization is the presentation of data in a graphical format such as a plot, graph, or map to make it easier for decision makers to see and understand trends, outliers, and patterns in data. Maps and charts were among the earliest forms of data visualization.

Visualization 143

Visualization Dashboards Statistics Business Intelligence 143

Occam's Razor

FEBRUARY 9, 2015

. + Traffic Trends Key Metrics Analysis. Onsite Behavior Key Metrics Analysis. I tend to use Hitwise a lot less, or not at all, because it is a very hard to use, it is slow, the UX/UI, metrics and reports have not really evolved over the years. Traffic Trends Key Metrics Analysis. Visitor/Audience Type Profile Analysis.

Metrics 156

Metrics Reporting IT Advertising 156

Occam's Razor

SEPTEMBER 21, 2015

Avoid complex visualizations – they get in the way! My goal is that you'll learn a set of filters you'll use as you think about the best ways to create your stories, however you choose to tell them with whatever visual output you most love. Avoid complex visualizations – they get in the way!

Visualization 161

Visualization Key Performance Indicator Slice and Dice Strategy 161

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 145

Visualization Slice and Dice Predictive Modeling Metrics 145

Domino Data Lab

AUGUST 1, 2021

Because of its architecture, intrinsically explainable ANNs can be optimised not just on its prediction performance, but also on its explainability metric. 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).

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Occam's Razor

OCTOBER 14, 2014

Conversion rate is one of those metrics that I strongly encourage you only create benchmarks for from your own data. One of the easiest ways to improve outcomes on your website, it is great to make sure that people don't say this via your bounce rate metric : I came, I puked, I left. None of the four other methods are advisable.

Key Performance Indicator 135

Key Performance Indicator Metrics Reporting Marketing 135

Jen Stirrup

JUNE 20, 2020

My analysis is based on the Financial statements put forward by PASS using some basic metrics; until you do that piece, you can’t move forward to compare and contrast it with other data since you have not done your ‘descriptive statistical analysis’ first to ensure that the comparison is valid. From 2014 onwards, I tried to do exactly that.

Metrics 104

Metrics Business Analytics Data-driven Statistics 104

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. The danger is that online advertising is searching for engagement and virality, and it’s much easier to maximize engagement metrics with faked extreme content.

Advertising 234

Advertising Metadata Technology Software 234

Domino Data Lab

FEBRUARY 4, 2019

Curiosity as an antidote for a typical enterprise anti-pattern: in the absence of narrative, people make up stories (read: myths) from whatever partial data is at hand that serves the immediate interests(see chapter 2 in Understanding Context by Andrew Hinton (2014). I double-dare you not to visualize that cohort!

Data Science 66

Data Science Experimentation Machine Learning Data-driven 66