DataRobot Blog

OCTOBER 3, 2017

Finally, Clarity Insights created a joint solution on AWS CloudFormation templates allowing a point-and-click way to stand up a fully-functional data lake using Cloudera , Paxata , and Zoomdata optimized on Intel processors. Interactively explore, combine, and shape diverse datasets into data ready for machine learning and AI applications.

Data Lake 52

Data Lake Data Architecture Advertising Insurance 52

datapine

APRIL 14, 2022

In 2017 the company wanted to take its shopping experience one step further by creating an augmented reality app that allowed users to test a product without having to leave their homes. For instance, they observed that most of their clients go to the store with their kids which often makes it harder for them to shop. Behind the scenes.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

Smart Data Collective

APRIL 5, 2022

Although SageMaker has become a popular hardware accelerator since it was launched in 2017, there are plenty of other overlooked hardware accelerators on the market. Companies working on AI technology can use it to improve scalability and optimize the decision-making process.

Machine Learning 145

Machine Learning Cost-Benefit Data Science Unstructured Data 145

Smart Data Collective

MARCH 23, 2022

One of the overlooked benefits of AI in website optimization pertains to ADA compliance. However, we have witnessed a significant uptick in ADA cases being filed against website owners since 2017. between Q1 of 2017 and Q1 of 2018. Of course, you also have to follow the ADA guidelines to avoid a costly lawsuit.

Cost-Benefit 128

Cost-Benefit Data mining Sales Testing 128

Domino Data Lab

JULY 2, 2019

SQL optimization provides helpful analogies, given how SQL queries get translated into query graphs internally , then the real smarts of a SQL engine work over that graph. Here’s a sampler of related papers and articles if you’d like to dig in further: “ Synthesizing Programs with Deep Learning ” – Nishant Sinha (2017-03-25). “

Metadata 105

Metadata Data Science Machine Learning Data-driven 105

Smart Data Collective

FEBRUARY 14, 2023

The best part is that many of these web apps are using AI technology to provide the optimal user experience. Web developers know that they’re working within the constraints of a browser, so they tend to optimize their product to operate as efficiently as possible with fewer computing resources.

Risk 136

Risk Technology Optimization Machine Learning 136

The Unofficial Google Data Science Blog

APRIL 23, 2024

If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP). However, joint optimization is possible by increasing both $x_1$ and $x_2$ at the same time.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Business Over Broadway

DECEMBER 20, 2018

Using Predictive Analytics and Artificial Intelligence to Improve Customer Loyalty – As users/customers engage with a company (their products, services, surveys), they generate a lot of data about their behaviors and interactions with the brand. Data Science/Analytics Tools, Technologies and Languages used in 2017.

Machine Learning 74

Machine Learning Data Science Deep Learning Predictive Analytics 74

The Unofficial Google Data Science Blog

NOVEMBER 17, 2020

TF Lattice offers semantic regularizers that can be applied to models of varying complexity, from simple Generalized Additive Models, to flexible fully interacting models called lattices, to deep models that mix in arbitrary TF and Keras layers. There is a robust set of tools for working with these kinds of constrained optimization problems.

Machine Learning 111

Machine Learning Deep Learning Modeling Interactive 111

AWS Big Data

JUNE 6, 2023

This performance-optimized runtime offered by Amazon EMR makes your Spark jobs run fast and cost-effectively. In response to this need, starting from EMR 6.10, we have introduced a new feature that lets you use the optimized EMR runtime while submitting and managing Spark jobs through either Spark Operator or spark-submit.

Optimization 97

Optimization Data Lake Cost-Benefit Management 97

AWS Big Data

AUGUST 21, 2023

Amazon OpenSearch Service is a managed service that makes it easy to deploy, operate, and scale OpenSearch clusters in AWS to perform interactive log analytics, real-time application monitoring, website search, and more. Gene joined AWS in 2017. OpenSearch is an open source, distributed search and analytics suite.

Metrics 98

Metrics Testing Strategy Metadata 98

Jet Global

DECEMBER 2, 2020

At the same time, the manufacturer recognized the widespread need for acrylic barriers to help guard against the spread of the virus, not only in retail stores, but in virtually any organization that interacts with the public on a regular basis. In 2017, for example, Walmart announced its intention to reduce overall CO2 emissions.

Sales 98

Sales Finance Reporting Manufacturing 98

IBM Big Data Hub

FEBRUARY 20, 2024

Climate modeling consists of using datasets and complex calculations to represent the interactions between major climate system components—namely, the atmosphere, land surface, oceans and sea ice. Global Change Research Program, 2017. One of the latest climate modeling initiatives come through a partnership between IBM and NASA.

Forecasting 113

Forecasting Modeling Reporting Risk 113

CIO Business Intelligence

MARCH 14, 2024

Today, I can provide managers in finance, sales, operations, all the way up to the CEO, with interactive dashboards, intuitive charts, and technical indicators that can be read by non-IT people to describe the health of the systems,” says Deligia. Flexible, automated IT also provides an added benefit in connecting technology and business.

Digital Transformation 92

Digital Transformation Sales Forecasting Data Lake 92

Smarten

JANUARY 7, 2020

The combination of a fast-paced business environment and a limited budget and limited resource reality means that most organizations must optimize resources and time to produce results. Disparate data sources are integrated into a uniform view, so users can drag and drop data and interact with the tools. What is Modern BI?

IT 52

IT Business Intelligence ROI Reporting 52

Smarten

SEPTEMBER 6, 2019

The key to self-serve solutions is to provide sophisticated features and functionality in an easy-to-use, intuitive, interactive environment that users will want to adopt and leverage. ’ 2017 has certainly proven this to be true, as businesses embrace the value of self-serve data preparation and analytics tools.

Analytics 51

Analytics IT Business Intelligence Testing 51

IBM Big Data Hub

MARCH 8, 2024

In the constantly shifting, rapidly expanding ecommerce ecosystem, businesses must think creatively about their digital strategies and how best to create dynamic, interactive shopping experiences that improve customer relationships. Personalized shopping experiences are no longer an aberration, but something customers expect.

Consulting 79

Consulting Marketing Sales Data Processing 79

Cloudera

MAY 18, 2021

These interactions are captured and the resulting synthetic data sets can be analysed for a number of applications, such as training models to detect emergent fraudulent behavior, or exploring “what-if” scenarios for risk management. 2] Bayraktar, Erhan and Munk, Alexander, Mini-Flash Crashes, Model Risk, and Optimal Execution (May 27, 2017).

Risk 99

Risk Marketing Risk Management Data-driven 99

Ontotext

SEPTEMBER 24, 2020

And this is where the value-proposition of a digital twin technology, listed among the top 10 strategic technologies since 2017, comes into play. They introduced RFS to technologies that could help them ingest and integrate critical data in one platform to optimize processes and thus save costs. In a world of 2.5

IT 59

IT Digital Transformation Manufacturing Modeling 59

Domino Data Lab

SEPTEMBER 9, 2019

Here’s an interactive visualization for understanding texts: scattertext , a product of the genius of Jason Kessler. Once you have the corpus ready, generate an interactive visualization in HTML: In [23]: html = st.produce_scattertext_explorer(?. get_data(). ?corpus corpus = st.CorpusFromPandas(convention_df,?.

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110

Smarten

JULY 26, 2018

Users can build and illustrate a compelling ‘story’ using disparate data sources with interactive, visual exploration that provides automated recommendations, suggested visualizations types and other guides to help the user produce an outcome that is clear and will support decisions and problem resolution.

Visualization 40

Visualization IT Interactive Business Intelligence 40

Insight

JUNE 2, 2019

Here is a more detailed picture of what our setup will look like at the EC2 level and how you will interact with Spark and run your jobs on it. bin/scala to provide /usr/bin/scala (scala) in auto mode $ scala -version Scala code runner version 2.11.12 -- Copyright 2002-2017, LAMP/EPFL Please make note of the Scala version here.

Testing 67

Testing Management Data Processing Interactive 67

Insight

MARCH 29, 2019

Coming from a PhD in Neuroscience, Deepna Devkar ’s first industry role was at Viacom, where she worked on a team focused on asset optimization and audience research. From her perspective, empathy sets the framework for how to interact with people as people , not just employees.

Data Science 73

Data Science Management ROI Data Processing 73

Alation

AUGUST 26, 2021

HBR Review May/June 2017. Finally, data catalogs leverage behavioral metadata to glean insights into how humans interact with data. It relies on data intelligence software to be managed and optimized. Working in concert with AI, ML, and BI, data intelligence optimizes key processes of the catalog, including: Metadata management.

Metadata 64

Metadata Data Governance Dashboards Software 64

CIO Business Intelligence

MARCH 22, 2022

He brings expertise in developing IT strategy, digital transformation, AI engineering, process optimization and operations. In 2017 he left to become a senior vice president at Reliance Payment Services. December 2021. Airtel CISO Manish Tiwari joins Fractal as CIO. Fractal Analytics has appointed Manish Tiwari as its CIO.

Internet Publishing and Broadcasting 98

Internet Publishing and Broadcasting Digital Transformation Insurance Recreation/Entertainment 98

O'Reilly on Data

APRIL 23, 2024

Instead of continuing to deploy their attention optimization algorithms for their users’ and suppliers’ benefit, the tech giants began to use them to favor themselves. The most-clicked sponsored products were 17% more expensive and 33% lower ranked according to Amazon’s own quality, price, and popularity optimizing algorithms.

Advertising 338

Advertising Cost-Benefit Marketing Risk 338

Occam's Razor

SEPTEMBER 15, 2014

Company UX leaders are happy to stink less by taking the sub-optimal path of responsive design, rather than create a mobile-unique experience (your customers tend to do different things on your desktop site than your mobile site!). For the first couple of interactions, give her/him that data. Many reasons. CEOs still don't get it.

Metrics 143

Metrics Reporting Analytics Marketing 143

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 Metadata 246

Domino Data Lab

MAY 8, 2019

Finale Doshi-Velez, Been Kim (2017-02-28) ; see also the Domino blog article about TCAV. Adrian Weller (2017-07-29). “ Perhaps if machine learning were solely being used to optimize advertising or ecommerce, then Agile-ish notions could serve well enough. Challenges for Transparency ”. Riccardo Guidotti, et al. 2018-06-21).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Domino Data Lab

AUGUST 1, 2021

The need for interaction – complex decision making systems often rely on Human–Autonomy Teaming (HAT), where the outcome is produced by joint efforts of one or more humans and one or more autonomous agents. In IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI), pages 24–30, Melbourne, Australia, 2017.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Occam's Razor

MAY 2, 2017

There are Search people and Content people and Landing Page Optimizers and Cart fixers and Attribution Specialists and more. SmileTrain has precious resources, leverage event tracking to measure completed views of all the content, then optimize content creation strategy. You take advantage of them by living in 2017!

Metrics 143

Metrics Key Performance Indicator B2B Measurement 143

CIO Business Intelligence

JUNE 6, 2022

Market research indicates that it takes 12 positive experiences to make up for a single negative interaction. While bad CX costs businesses thousands of customers and billions of dollars every year, companies that optimize CX increase customer satisfaction, reduce customer churn, improve employee satisfaction, and boost revenues.

Digital Transformation 105

Digital Transformation Interactive Testing Optimization 105

Occam's Razor

JUNE 7, 2017

If someone bothers to interact with the post, the posted comment is a spam or totally useless. Which in turn lead to even fewer customer interactions for content posted by brands. To give you some context as to how insanely lame these numbers are, Expedia.com received 59,400,000 Visits in May 2017. They keep posting.

Advertising 162

Advertising Marketing B2B Measurement 162

IBM Big Data Hub

JULY 19, 2023

The exponential leap in generative AI is already transforming many industries: optimizing workflows , helping human teams focus on value added tasks and accelerating time to market. Supply Chain: Demand forecasting, supply chain optimization, risk assessment and mitigation. Why IBM Consulting for generative AI on AWS?

Consulting 59

Consulting Machine Learning Manufacturing Optimization 59

Domino Data Lab

FEBRUARY 4, 2019

People who attended JupyterCon 2017–2018 can attest, an “industry poster session” includes an open bar, catered hors d’oeuvres, lots of mingling … to paraphrase feedback from JupyterCon, “As a tech person, would I get up extra early to meet strangers for coffee at 8:00 am? Katherine Twomey, Gert Westermann (2017). This is not that.

Data Science 66

Data Science Experimentation Machine Learning Data-driven 66

O'Reilly on Data

JANUARY 25, 2021

We’ve explored usage across all publishing partners and learning modes, from live training courses and online events to interactive functionality provided by Katacoda and Jupyter notebooks. Our data shows that Chef and Puppet peaked in 2017, when Kubernetes started an almost exponential growth spurt, as Figure 4 shows.

Machine Learning 364

Machine Learning Software Testing Technology 364

CIO Business Intelligence

APRIL 7, 2025

Mehta stresses that the decommissioning work is not a single project but a series of projects that began in 2017. Consequently, Ulta Beauty launched Project SOAR (strengthen, optimize, accelerate, renew), which he calls the most significant IT-driven transformation in our companys history. National Lifes Mehta echoes that sentiment.

IT 137

IT Cost-Benefit Strategy Testing 137