This checklist from our friends over at Arize covers the essential elements to consider when evaluating an ML observability platform. Whether you’re readying an RFP or assessing individual platforms, this buyer’s guide can help with product and technical requirements to consider across a number of areas discussed in this useful resource. The machine learning infrastructure ecosystem is confusing, crowded and complex. With so many companies making competing claims and so much at stake when model performance regresses in production, it can be easy to feel overwhelmed. However, the need for better ML observability tools to monitor, troubleshoot, and explain model decisions is clear.
A collection of big data white papers reviewed by the editors of insideBIGDATA. Please visit the insideBIGDATA White Paper Library for a comprehensive list of white papers focus on big data strategies.
How to Scale AI Infrastructure Effectively, Without Sacrificing Cost Efficiency
April 21, 2023 by
Read this white paper, “Investing in AI Infrastructure,” from our friends over at IDC and Supermicro that explores how to scale AI infrastructure effectively, without sacrificing cost efficiency.
The Future of Unstructured Data Processing
July 25, 2022 by
In this 2022 industry report sponsored by Veritone, we take a look at the future of unstructured data processing (UDP). With the emergence of AI-enabled UDP technology organizations of all types and sizes can now transform this “dark” data into powerful strategic assets.
How Automation Gets Finance Workloads Back in Balance
May 31, 2022 by
How can finance teams lighten the workload and take their rightful place advising on business strategies and best practices? Automation can help. Software robots are ideally suited for transaction processing, accounting operations, and compliance work. It’s time for finance teams to do more of what they were meant to do: help the entire business be better. In this eBook from UiPath we’ll take a quick look at how automation can make that happen.
insideAI News Guide to Energy – Part 2
April 26, 2022 by
This special technology guide from Dell Technologies and AMD will take a closer look at some of the biggest disruptors affecting energy companies, and also examine how big data analytics can help these firms reduce risk, drive down costs, and improve efficiency. The energy industry has always faced large price swings as a result of changes in the global economy. But today, this entire sector is facing an unprecedented level of disruption. Industry analysts say it is in the throes of a dramatic upheaval that is requiring companies in this industry to reinvent themselves.
Synthetic Behavioral Data for Analytics
April 20, 2022 by
In this compelling white paper, “Synthetic Behavioral Data for Analytics,” MOSTLY AI makes the case for Synthetic Behavioral Data. MOSTLY AI is the leading synthetic data company globally. Its platform enables enterprises across industries to unlock, share, fix and simulate data.
insideAI News Guide to Energy
April 19, 2022 by
This special technology guide from Dell Technologies and AMD will take a closer look at some of the biggest disruptors affecting energy companies, and also examine how big data analytics can help these firms reduce risk, drive down costs, and improve efficiency. The energy industry has always faced large price swings as a result of changes in the global economy. But today, this entire sector is facing an unprecedented level of disruption. Industry analysts say it is in the throes of a dramatic upheaval that is requiring companies in this industry to reinvent themselves.
insideAI News Guide to Government – Part 3
April 12, 2022 by
This white paper from Dell Technologies and AMD examines big data analytics projects in government and recommends 15 lessons government agencies can learn. Big data is big business, particularly in the government sector. According to market researchers at IDC, worldwide spending on big data and business analytics solutions grew 10.1% in 2021 to total an estimated $215.7 billion. And a lot of that spending came from the public sector as the government was among the top six industries for overall expenditures related to big data analytics.
insideAI News Guide to Government – Part 2
April 6, 2022 by
This white paper from Dell Technologies and AMD examines big data analytics projects in government and recommends 15 lessons government agencies can learn. Big data is big business, particularly in the government sector. According to market researchers at IDC, worldwide spending on big data and business analytics solutions grew 10.1% in 2021 to total an estimated $215.7 billion. And a lot of that spending came from the public sector as the government was among the top six industries for overall expenditures related to big data analytics.
Highlights from the LXT Executive Survey: The Path to AI Maturity
April 4, 2022 by
[SPONSORED POST] Earlier this year, LXT published the findings of the company’s recent executive survey in a report entitled The Path to AI Maturity. Through this research they wanted to understand how companies currently view their level of AI maturity, as well as the characteristics of companies that have reached higher levels of maturity and how these attributes change as a company matures in its AI journey.
