CIO Business Intelligence

JUNE 12, 2023

VAs make use of automation and a host of AI technologies like machine learning (ML), natural language processing (NLP), sentiment analysis, language translation, speech-to-text, intent recognition, and robotic process automation (RPA). What is a VA? Let’s look a bit closer at the metrics surrounding VA technology.

Interactive 90

Interactive Cost-Benefit Reporting Enterprise 90

AWS Big Data

JANUARY 9, 2024

2023 was a year of rapid innovation within the artificial intelligence (AI) and machine learning (ML) space, and search has been a significant beneficiary of that progress. To foster an open ecosystem, we created a framework to empower partners to easily build and publish AI connectors.

Cost-Benefit 94

Cost-Benefit Visualization Modeling Machine Learning 94

DataKitchen

NOVEMBER 29, 2021

From our unique vantage point in the evolution toward DataOps automation, we publish an annual prediction of trends that most deeply impact the DataOps enterprise software industry as a whole. Lean seeks to identify waste in manufacturing processes by focusing on eliminating errors, cycle time, collaboration and measurement.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

Insight

AUGUST 29, 2019

We recently held a night of Lightning Chats, hosted in our Seaport District office, to catch up with our alumni and see what they’ve been up to since participating in Insight. Jerry Chen was a Health Data Fellow in 2017 and joined Wayfair as a Senior Data Scientist on their Marketing team; he now manages the Data Science Measurement team.

Data Science 56

Data Science Machine Learning Sales Measurement 56

Smart Data Collective

FEBRUARY 20, 2022

Rather, AWS offers a variety of data movement, data storage, data lakes, big data analytics, log analytics, streaming analytics, and machine learning (ML) services to suit any need. AWS also offers developers the technology to develop smart apps using machine learning and complex algorithms. Artificial intelligence (AI).

Cost-Benefit 115

Cost-Benefit Data Lake Software Machine Learning 115

datapine

DECEMBER 11, 2019

Within business scenarios, artificial intelligence (as well as machine learning, in many cases) provides an advanced degree of responsiveness and interaction between businesses, customers, and technology, driving AI-based SaaS trends 2020 onto a new level. At present, only 24% of SaaS businesses publish content to educate or enlighten.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

Domino Data Lab

MAY 8, 2019

I’ve been out themespotting and this month’s article features several emerging threads adjacent to the interpretability of machine learning models. Machine learning model interpretability. Other good related papers include: “ Towards A Rigorous Science of Interpretable Machine Learning ”. Not yet, if ever.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

CIO Business Intelligence

JANUARY 4, 2023

A team of researchers from Lancaster University, along with sustainability consultancy Small World Consulting, published a 2021 report indicating that IT contributes to as much as 1.2% Cloud migrations have been on the rise in recent years for a host of business reasons, but CIOs serious about sustainability are pulling out all the stops.

IT 117

IT Internet of Things Reporting Cost-Benefit 117

AWS Big Data

JULY 14, 2023

The UI captures the business capabilities and associated APIs, and publishes the service information through a DevOps process. Monitor and measure – Monitor the usage and performance of the APIs to measure their impact on the business capabilities. The following figure visualizes the business capabilities and associated APIs.

Modeling 73

Modeling Visualization Reporting Measurement 73

AWS Big Data

MAY 30, 2024

Data ingestion – Pentaho was used to ingest data sourced from multiple data publishers into the data store. The system had an integration with legacy backend services that were all hosted on premises. We migrated the end-users in a phased manner to measure the impact and adjust the cluster configuration as needed.

Data Warehouse 85

Data Warehouse Data Lake Cost-Benefit Structured Data 85

Sisense

DECEMBER 11, 2019

The challenge is to do it right, and a crucial way to achieve it is with decisions based on data and analysis that drive measurable business results. This was the key learning from the Sisense event heralding the launch of Periscope Data in Tel Aviv, Israel — the beating heart of the startup nation. What VCs want from startups.

Data Lake 80

Data Lake Big Data Sales Data-driven 80

Occam's Razor

MAY 2, 2017

That then takes us down the very best way to answer that question, to use the five-step process to build out the Digital Marketing and Measurement Model. Let’s look at XX completely different types of business, and pick just six metrics (two each for A, B and O) that would be the very best ones to measure their digital success.

Metrics 141

Metrics Key Performance Indicator B2B Measurement 141

AWS Big Data

SEPTEMBER 22, 2023

If you’d like to know more background about how we use Kafka at Stitch Fix, please refer to our previously published blog post, Putting the Power of Kafka into the Hands of Data Scientists. While resizing may introduce additional time to the migration process, it is a cost-effective measure in the long run.

Management 105

Management Metrics Cost-Benefit Data Lake 105

Smart Data Collective

JULY 5, 2021

In OOTB, you’re 100% dependent on the in-built security measures ensured by the vendor. A lot of low-code platform vendors also offer self-hosting. It allows you to publish your app to a custom secure environment. Some low-code tool vendors also provide you with the how-to’s on third-party integration. Out-of-the-box solutions.

Data-driven 95

Data-driven Big Data Software Data Processing 95

Domino Data Lab

APRIL 3, 2019

Plus, the more mature machine learning (ML) practices place greater emphasis on these kinds of solutions than the less experienced organizations. That presented an opportunity to learn, putting me in the same position as much of the audience. Taken together, those points warranted a much deeper review of the field.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

AWS Big Data

JULY 26, 2023

The vector engine provides a simple, scalable, and high-performing similarity search capability in Amazon OpenSearch Serverless that makes it easy for you to build modern machine learning (ML) augmented search experiences and generative artificial intelligence (AI) applications without having to manage the underlying vector database infrastructure.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Insight

MARCH 25, 2020

Live demo of the Pair web app Most recommender systems in use today leverage classical machine learning models. The feature maps are then used to compute Gram matrices , which measure correlations between feature maps to highlight the most salient features that best represent the furniture.

Deep Learning 53

Deep Learning Metrics Data Processing Interactive 53

Cloudera

SEPTEMBER 20, 2022

Deep learning models are data hungry, and state-of-the-art systems like DALL·E 2 are trained with massive data sets of images scraped from the internet. Moreover, collecting large data sets from the internet raises a host of ethical issues centered around privacy, consent, acknowledgement, and remuneration. Conclusion.

Deep Learning 87

Deep Learning Cost-Benefit Risk Data-driven 87

Occam's Razor

OCTOBER 12, 2017

The first two are from editions of my newsletter, The Marketing – Analytics Intersect (it goes out weekly, and is now my primary publishing channel, sign up!). Ask them what they worry about, ask them what they are solving for, ask them how they measure success, ask them what are two things on the horizon that they are excited about.

Marketing 136

Marketing Analytics Machine Learning Strategy 136

Cloudera

DECEMBER 11, 2017

And, while measuring the global progress on human rights is still a work in progress, assessments at the country level confirm what we see daily on the news. This blog was originally published by Global Policy Journal. Sadly, more than 80 years later his statement is as relevant today as it was in 1946. You can find it here.

Strategy 40

Strategy Data-driven Reporting Data Processing 40

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. Gartner also published the same piece of research for other roles, such as Application and Software Engineering. The work of data science is more tied to machine learning and so AI and those projects do not focus only on analysis but also automation. Great idea.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Jet Global

MAY 1, 2023

Manage compliance through up-to-the-minute performance measures, workflow automation, and essential regulatory reports. If you host a SaaS application in the cloud, do not simply assess desktop tools or run analysis off a cleansed spreadsheet. How to measure the value. Do what you expect your customers to do.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52