article thumbnail

Artificial intelligence and machine learning adoption in European enterprise

O'Reilly on Data

Our survey showed that companies are beginning to build some of the foundational pieces needed to sustain ML and AI within their organizations: Solutions, including those for data governance, data lineage management, data integration and ETL, need to integrate with existing big data technologies used within companies.

article thumbnail

How companies are building sustainable AI and ML initiatives

O'Reilly on Data

In 2018, we decided to run a follow-up survey to determine whether companies’ machine learning (ML) and AI initiatives are sustainable—the results of which are in our recently published report, “ Evolving Data Infrastructure.”. We found companies were planning to use deep learning over the next 12-18 months.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Bigeye Enable Monitoring, Quality and Lineage of Data

David Menninger's Analyst Perspectives

This has increased the focus on data observability software providers such as Bigeye and the role they play in ensuring that data meets quality and reliability requirements.  Bigeye was founded in late 2018 by Chief Executive Officer Kyle Kirwan and Chief Technology Officer Egor Gryaznov.

article thumbnail

News and Announcements from Tableau and TC18

David Menninger's Analyst Perspectives

For the full breakdown of Tableau User Conference 2018, and my analysis of all the largest announcements, watch my hot take video. Further, Tableau announced new developer enhancements including a new developer program to better align tools built for Tableau with Tableau's interface.

Data Lake 160
article thumbnail

Proposals for model vulnerability and security

O'Reilly on Data

Data integrity constraints: Many databases don’t allow for strange or unrealistic combinations of input variables and this could potentially thwart watermarking attacks. Applying data integrity constraints on live, incoming data streams could have the same benefits. DZone (2018). ACM (2018).

Modeling 278
article thumbnail

Becoming a machine learning company means investing in foundational technologies

O'Reilly on Data

For example, in a July 2018 survey that drew more than 11,000 respondents, we found strong engagement among companies: 51% stated they already had machine learning models in production. With all the hype around AI, it can be tempting to jump into use cases involving data types with which you aren’t familiar.

article thumbnail

Salesforce-Informatica acquisition talks falls through: Report

CIO Business Intelligence

Salesforce was most likely to integrate Informatica’s offerings with its MuleSoft offerings, which competes in the iPaaS market along with vendors such as Informatica, Oracle, SAP, Microsoft, Boomi, IBM, TIBCO, and AWS. MuleSoft, acquired by Salesforce in 2018 for $5.7

Reporting 121