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Posts tagged S3
See Amazon Simple Storage Service (Amazon S3).
Tag: S3
AWS Glue Studio now supports reading uncatalogued data from Amazon S3 and inferring its schema
Feed: Recent Announcements. AWS Glue now supports reading data stored in Amazon S3 without first adding it to the AWS Glue Data Catalog. This feature makes it fast to start authoring Extract, Transform, and Load (ETL) and ELT jobs in AWS Glue Studio by allowing you to use locations and objects in Amazon S3 directly as data sources. AWS Glue infers the schema of the data in real time , allowing you to easily define transforms on it in the AWS Glue Studio visual job authoring interface. Previously, you could use AWS Glue Data Catalog tables as data sources in ... Read More
Computer Vision at Scale with Dask and PyTorch on Amazon EC2 Spot Instances

Feed: AWS Partner Network (APN) Blog. Author: Hugo Shi. By Hugo Shi, Co-Founder and CTO at SaturnBy Stephanie Kirmer, Sr. Data Scientist at SaturnBy Kinnar Sen, EC2 Spot Solutions Architect at AWSBy Dan Kelly, GTM Specialist EC2 Spot at AWS Saturn Cloud is a data science and machine learning (ML) platform for Python. Its multi-node, multi-GPU computing enables 100x faster workflows, reducing time to business value. Saturn Cloud is compatible with the entire Python ecosystem and a variety of tools, which makes workflows customizable and the computing experience highly flexible for a range of setups and preferences. In a recent ... Read More
UAE Mars mission uses AWS to advance scientific discoveries

Feed: AWS Public Sector Blog. Author: AWS Public Sector Blog Team. On February 9, a new object successfully began to orbit Mars: an uncrewed spacecraft called the Hope Probe. The mission has already returned the first image of Mars, taken by Hope’s Emirates eXploration Imager from an altitude of 24,700 km. First image of Mars returned by the Hope Probe (source: Twitter). Led by the Mohammed Bin Rashid Space Centre (MBRSC), the Hope Probe is the first interplanetary mission for the United Arab Emirates (UAE), the fifth country in history to reach the red planet. It will also be the ... Read More
Using tidymodels to Predict Health Insurance Cost
Feed: R-bloggers. Author: rstats | LIBD rstats club. Insurance Forecast by using Linear Regression Link to Kaggle Page Link to GitHub Source Around the end of October 2020, I attended the Open Data Science Conference primarily for the workshops and training sessions that were offered. The first workshop I attended was a demonstration by Jared Lander on how to implement machine learning methods in R using a new package named tidymodels. I went into that training knowing almost nothing about machine learning, and have since then drawn exclusively from free online materials to understand how to analyze data using this ... Read More
Helping a Pharmaceutical Company Drive Business Insights Using ZS Accelerators on Amazon Redshift

Feed: AWS Partner Network (APN) Blog. Author: Nishesh Aggarwal. By Nishesh Aggarwal, Strategy & Architecture Manager at ZS AssociatesBy Rohan Kejriwal, Solution Delivery Consultant at ZS Associates The initial part of an organization’s cloud journey is typically focused on moving workloads from traditional, on-premises tech stacks to cloud-based technologies that offer flexibility and scalability. With increasing data variety and volumes, however, it’s become increasingly necessary to ensure all of the workloads run in the most efficient manner to reduce overall turn-around time, as well as total cost of ownership (TCO). One of the most critical factors in achieving these benefits ... Read More
Matillion ETL 1.51 Release Notes: CYOC Updates, Error Handling, and More
Feed: Matillion. Author: Julie Polito; Say hello to the very latest and greatest release of Matillion ETL yet, Version 1.51! Every new update of Matillion ETL improves upon the last, and in this blog you can find out more about the new features and components on offer before taking advantage of some great enterprise features in Matillion ETL 1.51.New and updated data source componentsWe’ve added three new connectors in the 1.51 release. With these updates, we are expanding our support for data ecosystems that are ever-growing in size and complexity. More connectors means better support for a wider range of users ... Read More
Scaling up a Serverless Web Crawler and Search Engine

Feed: AWS Architecture Blog. Introduction Building a search engine can be a daunting undertaking. You must continually scrape the web and index its content so it can be retrieved quickly in response to a user’s query. The goal is to implement this in a way that avoids infrastructure complexity while remaining elastic. However, the architecture that achieves this is not necessarily obvious. In this blog post, we will describe a serverless search engine that can scale to crawl and index large web pages. A simple search engine is composed of two main components: A web crawler (or web scraper) to ... Read More
Amazon S3 on Outposts adds a smaller storage tier
Feed: Recent Announcements. AWS Outposts now offers a 26 TB storage tier for Amazon S3 on Outposts. This new storage tier gives you flexibility to configure 26 TB of Amazon S3 storage alongside up to 11 TB of Amazon EBS on your AWS Outposts. This adds to the 48 TB and 96 TB tiers of S3 storage currently available for S3 on Outposts. Amazon S3 on Outposts delivers object storage to your on-premises AWS Outposts environment to meet local data processing and data residency needs. Using the S3 APIs and features, S3 on Outposts makes it easy to store, ... Read More
How the Yahoo! JAPAN Smart Devices Team is improving voice user interfaces with Amazon QuickSight business intelligence

Feed: AWS Big Data Blog. This is a guest blog post by Kazuhide Fujita, Product Manager at Yahoo! JAPAN. Yahoo! JAPAN is a large internet search and media company, with Yahoo! JAPAN’s web portal being the one of the most commonly used websites in Japan. Our smart devices team is responsible for building and improving Yahoo! JAPAN apps for voice user interfaces (VUI) such as Amazon Alexa and Google Assistant. We see VUI as a market that will grow exponentially in the future, and we want to be ready to lead the consumer experience with such devices. In this post, ... Read More
Voice of Customer Analytics using SAP Data Intelligence on AWS

Feed: AWS for SAP. Author: Patrick Leung. Most companies have processes to better understand their customers and data is fast becoming the key to strengthening customer relationships. However, merely collecting data isn’t enough. While most organizations have access to plenty of data, determining the meaning behind the data can be difficult. In this blog post, we show how you can use a combination of SAP Data Intelligence 3 (DI3), SAP HANA and Amazon S3 to build a data-driven architecture to better understand customer feedback and derive meaningful insight. We start with the deployment of SAP Data Intelligence 3 and show ... Read More
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