Amazon Search’s vision is to enable customers to search effortlessly. Our spelling correction helps you find what you want even if you don’t know the exact spelling of the intended words. In the past, we used classical machine learning (ML) algorithms with manual feature engineering for spelling correction. To make the next generational leap in […]
ACADEMIC PAPER Abstract “In recent years, the electrical and/or electronic architecture of vehicles has been significantly evolving. The new generation of cars demands a considerable amount of computational power due to a large number of safety-critical applications and driver-assisted functionalities. Consequently, a high-performance computing unit is required to provide the demanded power and process these... » read more
Apache Kafka is well known for its performance and tunability to optimize for various use cases. But sometimes it can be challenging to find the right infrastructure configuration that meets your specific performance requirements while minimizing the infrastructure cost. This post explains how the underlying infrastructure affects Apache Kafka performance. We discuss strategies on how […]
This article was published as a part of the Data Science Blogathon. Till now we have covered different pre-trained models for the image-classification tasks and we have a fair understanding of object detection, and we looked at the different architectures that can be used for solving the object detection problems. https://courses.analyticsvidhya.com/courses/ To summarize object detection involves […]
In December 2020, AWS announced the general availability of Amazon SageMaker JumpStart, a capability of Amazon SageMaker that helps you quickly and easily get started with machine learning (ML). JumpStart provides one-click fine-tuning and deployment of a wide variety of pre-trained models across popular ML tasks, as well as a selection of end-to-end solutions that […]
In today’s complex business landscape, organizations are challenged to consume from variety of sources and keep up with data that pours in all through the day. There is a demand to design applications that enables data to be portable across cloud platforms and give them the ability to derive insights from one or more data […]
Physicists working on large-scale experiments may have to consider the significant environmental impact of the computer power they require. Michael Allen investigates
In this post, we demonstrate how to create an automated email response solution using Amazon Comprehend. Organizations spend lots of resources, effort, and money on running their customer care operations to answer customer questions and provide solutions. Your customers may ask questions via various channels, such as email, chat, or phone, and deploying a workforce […]
From 24-28 October, in the context of Leiden 2022: European City of Science, there will be a ‘Hotzone’ week dedicated to FAIR and specifically to FAIR Digital Objects as the core ‘machine actionable units of information’ necessary to build an Internet and Web of FAIR data and services. The week features two closely related events: […]
