Domino Data Lab

SEPTEMBER 25, 2019

For an illustration, we will make use of the World Bank API to download gross domestic product (GDP) for a number of countries from 1960 through 2011. Most of this, such as the statistics on residuals, tests, AIC and BIC are diagnostic measures on the quality of the fit. > # make a prediction for 5 years out? theForecast. <-

Forecasting 87

Forecasting Modeling Statistics Optimization 87

DataRobot Blog

MAY 26, 2022

When the FRB’s guidance was first introduced in 2011, modelers often employed traditional regression -based models for their business needs. This may be accomplished through a wide variety of tests, to develop a deeper introspection into how the model behaves.

Risk 52

Risk Modeling Metrics Business Objectives 52

AWS Big Data

APRIL 5, 2023

Showpad migrated over 70 dashboards with over 1,000 visuals. A key architectural decision that Showpad took during this time was to create a portable data layer by decoupling the data transformation from visualization, ML, or ad hoc querying tools and centralizing its business logic.

Dashboards 52

Dashboards Reporting Cost-Benefit Visualization 52

Domino Data Lab

AUGUST 22, 2019

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. Note that the final test word in Table 11.2—ma’am—is

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

BizAcuity

MAY 10, 2022

2011: IBM enters the cloud market with IBM SmartCloud. 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. [You can read more on IaaS, PaaS and SaaS here ].

Data-driven 52

Data-driven IoT Unstructured Data Data Lake 52

Domino Data Lab

APRIL 3, 2019

Fun fact: in 2011 Google bought remnants of what had previously been Motorola. Marquez is a project sponsored by WeWork and Stitch Fix to “collect, aggregate, and visualize a data ecosystem’s metadata” which sounds roughly akin to some aspects Egeria. Apache Atlas is a Hadoop-ish native reference implementation for Egeria.

Machine Learning 84

Machine Learning Data Governance Metadata Data Science 84

Domino Data Lab

MARCH 3, 2019

I’m here mostly to provide McLuhan quotes and test the patience of our copy editors with hella Californian colloquialisms. Note how model visualization is bubbling up to the top, which has implications for model interpretability, cyber threats, etc. Seriously, Ben gets credit for foresight on how to organize those surveys.

Data Science 49

Data Science Deep Learning Machine Learning Modeling 49

CIO Business Intelligence

APRIL 9, 2025

2011 Turing Award winner Judea Pearls landmark work The Book of Why (2020) explains it well when he states that correlation is not causation and you are smarter than your data. For example, an analytics dashboard that correlates shipping data gaps in a logistics view could be correlated to quantities released for distribution in a warehouse.

Enterprise 102

Enterprise Analytics Experimentation Machine Learning 102

Occam's Razor

SEPTEMBER 13, 2016

If you are curious, here is a April 2011 post: The Difference Between Web Reporting And Web Analysis. With that as context, you can imagine how heart-broken I was when Jane shared the following visual from a study done by Econsultancy and Lynchpin. Visual perception of information. Interpreting mathematical information.

Modeling 128

Modeling Reporting Strategy Consulting 128

Occam's Razor

APRIL 25, 2011

" I'd postulated this rule in 2005, it is even more true in 2011. Making website iterations based on executive opinions, but not site testing. via Jordan Silton] "With testing you can prove if Executives are right or not, and maybe, just maybe figure out WHY. The 10/90 rule. People matter.

Marketing 127

Marketing Metrics Measurement Testing 127

Occam's Razor

SEPTEMBER 24, 2012

It is possible to get good test and control groups (type of population, existing brand awareness, market penetration, competitive structures) for our experiments. I wanted to come up with a way to visualize the unique challenge Facebook faces when it comes to proving ROI. Let's go! Metrics are a problem. It is cute.

Advertising 165

Advertising Metrics ROI Marketing 165

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

datapine

AUGUST 29, 2022

He founded the project Apache Storm in 2011, which turned to be “one of the world’s most popular stream processors and has been adopted by many of the world’s largest companies, including Yahoo!, To start a more in-depth grasp of your own data sets, you can try our online data visualization tool for free with a 14-day trial !

Big Data 263

Big Data Data Analytics Analytics Data mining 263