High quality data is the most important factor in building machine learning models. The majority of the time, training data presents problems stemming from how the data was produced and labeled internally. Other times, AI projects stall because of the lack of internal resources and skills to label data.
Data labeling is the first step in the Al lifecycle. It is the foundation to developing accurate, predictive models that power a myriad of outcomes. Simply, data labeling is the act of adding keywords to unstructured data, like video, images, audio, or text, so that machines learn to automatically recognize the concepts that these keywords describe.
Search is at the heart of modern e-commerce. The tasks of ranking search results, product personalization and product discovery are critical to driving revenue. AI allows retailers to better capture and leverage the available data that powers personalized experiences.
As Artificial Intelligence's impact on the world continues to grow, more and more business stakeholders will encounter and grapple with the lexicon.
The machine learning techniques that ignited breakthroughs in computer vision are now being applied to language with powerful results.
In the Forrester 27-criterion evaluation of people-focused AI-based text analytics platforms, IBM was identified as one of the significant providers.
Hazelcast Cloud<sup>®</sup> is an on-demand managed service for Hazelcast IMDG (InMemory Data Grid). It offers a scalable, shared pool of RAM across multiple dedicated cloud instances to provide low-latency access to your data in a secure, always-on environment. It is maintained by Hazelcast to free you from day-to-day infrastructure management responsibilities. Hazelcast Cloud is available on the Hazelcast website on an annual contract basis or pay-as-you-go.
Hazelcast IMDG® is a cloud-native, distributed, in-memory computing platform that helps companies manage their data by using in-memory storage and performing parallel execution for breakthrough application speed and scale. IMDG is the leading open source in-memory data grid on the market with millions of deployed systems worldwide. IMDG is also available in commercial versions ("Enterprise" and "Pro") that add more enterprise-ready capabilities.
Hazelcast Jet® is a stream processing engine designed for high performance, easy maintenance, and resilience. Its architecture entails a distributed engine that leverages in-memory computing to run applications at near real-time speeds. Jet is used to develop both stream and batch processing applications using a directed acyclic graph (DAG) for job planning to optimally leverage resources when parallelizing subtasks.
To learn more about how agencies can ensure fast backup and recovery of data while maintaining and increasing manageability, GovLoop teamed with N2WS, an AWS-native backup, disaster recovery and archiving solution. This report will discuss why backup, recovery and disaster recovery are challenging for government agencies and the best ways to overcome those challenges.
The initial application BFAS decided to migrate to AWS proved critical to the day-to-day work of over a hundred individuals within the organization and crucial for advertising and donation collections. Because of its business-critical nature and its quickly growing footprint, the BFAS team needed to find a suitable backup solution for the application and its data. The team turned to the AWS Marketplace to evaluate backup solutions and quickly discovered N2WS.
Gett has strengthened its position for an IPO with a robust AWS business continuity strategy—and saved $60,000 a year in the process. The company provides a taxi-hailing app for consumers and businesses in 120 cities around the world. It uses a backup and restore solution from N2WS to secure its Amazon EC2 and Amazon RDS instances. N2WS is an AWS Advanced Technology Partner with an AWS Storage Competency.
The promise of the cloud is a more agile, cost-effective and disaster-proof way to scale. However, this promise comes with some fine print - Amazon Web Services (AWS) and other public cloud providers guarantee the safety of your infrastructure but not your data. N2WS is a leading backup, disaster recovery and archiving solution for AWS, including support for: Amazon EC2, Amazon EBS, Amazon RDS, Amazon Redshift, Amazon Dynamo DB, Amazon EFS, Amazon FSx, and Amazon S3. Manage cloud data from a single easy-to-use console.
iFeu is the leading managed services provider (MSP) for the greater Barcelona area in Spain and has been supporting small to medium-sized businesses with datacentre strategies for more than two decades.
How improving data quality speeds migration and accelerates cloud benefits.