Data Science Dojo

MARCH 4, 2024

RTX Series and Ray Tracing: In 2018, NVIDIA enhanced the capabilities of its GPUs with real-time ray tracing, known as the RTX Series. Collaborations with leading tech giants – AWS, Microsoft, and Google among others – paved the way to expand NVIDIA’s influence in the AI market.

Deep Learning 221

Deep Learning Deep Learning AI AI 221

Flipboard

FEBRUARY 2, 2023

There are around 3,000 and 4,000 plays from four NFL seasons (2018–2021) for punt and kickoff plays, respectively. Models were trained and cross-validated on the 2018, 2019, and 2020 seasons and tested on the 2021 season. He works with AWS customers to solve business problems with artificial intelligence and machine learning.

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Cross Validation ML ML Machine Learning 93

Dataconomy

APRIL 26, 2023

The growing demand for edge computing services is driving innovation and competition among edge computing companies Aarna Networks Aarna Networks , established in 2018, is striving to simplify edge orchestration for enterprises by offering private 5G and enterprise edge computing application automation software.

Internet of Things 156

Internet of Things Azure AWS Cloud Computing 156

AWS Machine Learning Blog

MARCH 30, 2023

Choose the new aws-trending-now recipe. For Solution version ID , choose the solution version that uses the aws-trending-now recipe. You can delete filters, recommenders, datasets, and dataset groups via the AWS Management Console or using the Python SDK. Applied AI Specialist Architect at AWS.

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AWS ML ML Machine Learning 82

AWS Machine Learning Blog

APRIL 19, 2023

Since 2018, our team has been developing a variety of ML models to enable betting products for NFL and NCAA football. It also includes support for new hardware like ARM (both in servers like AWS Graviton and laptops with Apple M1 ) and AWS Inferentia. Business requirements We are the US squad of the Sportradar AI department.

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ML ML Deep Learning Deep Learning 74

AWS Machine Learning Blog

MARCH 8, 2023

In this post, you will learn how Marubeni is optimizing market decisions by using the broad set of AWS analytics and ML services, to build a robust and cost-effective Power Bid Optimization solution. AWS Step Functions to orchestrate both the data and ML pipelines. Manager Data Science at Marubeni Power International.

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AWS Machine Learning Machine Learning Analytics 73

Dataconomy

SEPTEMBER 4, 2023

For instance, British Airways faced a fine of £183 million ($230 million) for a GDPR breach in 2018. Downtime, like the AWS outage in 2017 that affected several high-profile websites, can disrupt business operations. Cloud platforms like AWS, Azure, and Google Cloud offer scalable resources that can be provisioned on-demand.

Analytics 203

Analytics Analytics Big Data Analytics Big Data Analytics 203

AWS Machine Learning Blog

APRIL 6, 2023

& AWS Machine Learning Solutions Lab (MLSL) Machine learning (ML) is being used across a wide range of industries to extract actionable insights from data to streamline processes and improve revenue generation. We trained three models using data from 2011–2018 and predicted the sales values until 2021.

Machine Learning 78

Machine Learning Machine Learning ML ML 78

AWS Machine Learning Blog

AUGUST 16, 2023

The images document the land cover, or physical surface features, of ten European countries between June 2017 and May 2018. Because we use true color images during DINO training, we only upload the red (B04), green (B03), and blue (B02) bands: aws s3 cp final_ben_s2.parquet Machine Learning Engineer at AWS. tif" --include "_B03.tif"

ML 70

ML ML AWS Data Scientist 70

Mlearning.ai

JANUARY 26, 2023

BUILDING EARTH OBSERVATION DATA CUBES ON AWS. 2018, July). In IGARSS 2018–2018 IEEE International Geoscience and Remote Sensing Symposium (pp. AWS , GCP , Azure , CreoDIAS , for example, are not open-source, nor are they “standard”. Big ones can: AWS is benefiting a lot from these concepts. Data, 4(3), 92.

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AWS Database Clean Data Data Science 98

AWS Machine Learning Blog

MAY 31, 2023

Getting AWS Certified can help you propel your career, whether you’re looking to find a new role, showcase your skills to take on a new project, or become your team’s go-to expert. Reading the FAQ page of the AWS services relevant for your certification exam is important in order to acquire a deeper understanding of the service.

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AWS ML ML Python 68

AWS Machine Learning Blog

MAY 5, 2023

This is a joint post co-written by AWS and Voxel51. To learn more about Ground Truth, refer to Label Data , Amazon SageMaker Data Labeling FAQs , and the AWS Machine Learning Blog. Voxel51 is the company behind FiftyOne, the open-source toolkit for building high-quality datasets and computer vision models. Join the FiftyOne community!

Machine Learning 75

Machine Learning Machine Learning AWS ML 75

AWS Machine Learning Blog

MAY 22, 2023

Prerequisites To get started, all you need is an AWS account in which you can use Studio. About the authors Laurent Callot is a Principal Applied Scientist and manager at AWS AI Labs who has worked on a variety of machine learning problems, from foundational models and generative AI to forecasting, anomaly detection, causality, and AI Ops.

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AWS Natural Language Processing Machine Learning Machine Learning 90

AWS Machine Learning Blog

MARCH 14, 2024

In this post we highlight how the AWS Generative AI Innovation Center collaborated with the AWS Professional Services and PGA TOUR to develop a prototype virtual assistant using Amazon Bedrock that could enable fans to extract information about any event, player, hole or shot level details in a seamless interactive manner.

SQL 102

SQL AWS AI AI 102

AWS Machine Learning Blog

JANUARY 13, 2023

To mitigate these challenges, we propose a federated learning (FL) framework, based on open-source FedML on AWS, which enables analyzing sensitive HCLS data. In this two-part series, we demonstrate how you can deploy a cloud-based FL framework on AWS. For Account ID , enter the AWS account ID of the owner of the accepter VPC.

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AWS Analytics Analytics Machine Learning 70

AWS Machine Learning Blog

MAY 2, 2023

There are a few limitations of using off-the-shelf pre-trained LLMs: They’re usually trained offline, making the model agnostic to the latest information (for example, a chatbot trained from 2011–2018 has no information about COVID-19). Managed Spot Training is supported in all AWS Regions where Amazon SageMaker is currently available.

Algorithm 74

Algorithm Machine Learning Machine Learning Natural Language Processing 74

Chatbots Life

MAY 16, 2023

Master of Code Global (MOCG) is a certified partner of Microsoft and AWS and has been recognized by LivePerson, Inc. The Bot Forge Year Founded : 2018 HQ : Buckinghamshire, UK Team Size : 2–10 employees Clients : Rossano Ferretti, Help For Heroes, BNP Paribas, Skin Check Champions, EcoATM, Customs Clearance Consortium.

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AI AI Natural Language Processing Artificial Intelligence 98

Dataconomy

SEPTEMBER 6, 2023

GDPR (General Data Protection Regulation) is a comprehensive data privacy regulation in the European Union (EU) that went into effect on May 25, 2018. The audit assesses the organization’s ISMS against the requirements of the standard, and if successful, the organization is issued a certificate of compliance. What is GDPR?

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Azure AWS 185

Tableau

OCTOBER 11, 2021

Pradeep Kumar G : I have been entering Iron Viz since 2018 (feeder 3). Pradeep Kumar G : When I started my Tableau journey in early 2018, Bird Strikes Redoux was the first viz I looked for inspiration from Tableau Public. Samuel Parsons : Aw, come on! It educated me that a minimalist design could convey a powerful story.

Tableau 52

Tableau Data Visualization AWS 52

Tableau

OCTOBER 11, 2021

Pradeep Kumar G : I have been entering Iron Viz since 2018 (feeder 3). Pradeep Kumar G : When I started my Tableau journey in early 2018, Bird Strikes Redoux was the first viz I looked for inspiration from Tableau Public. Samuel Parsons : Aw, come on! It educated me that a minimalist design could convey a powerful story.

Tableau 52

Tableau Data Visualization AWS 52

IBM Journey to AI blog

JANUARY 10, 2023

This demonstration then compares the current flight delay data (January 2019 – June 2022) with historical flight delay data (June 2003 – December 2018) to understand if the flight delays experienced in 2022 are occurring with more frequency or simply following a historical pattern. Figure 1 – NPS database table definitions.

Data Warehouse 52

Data Warehouse Data Analysis Data Analysis SQL 52

AWS Machine Learning Blog

NOVEMBER 9, 2023

In these two studies, commissioned by AWS, developers were asked to create a medical software application in Java that required use of their internal libraries. About the authors Qing Sun is a Senior Applied Scientist in AWS AI Labs and work on AWS CodeWhisperer, a generative AI-powered coding assistant.

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AWS Natural Language Processing K-nearest Neighbors AI 84

IBM Journey to AI blog

FEBRUARY 23, 2024

The General Data Protection Regulation (GDPR), the European Union’s landmark data privacy law, took effect in 2018. Learn how IBM Guardium® Data Protection automatically discovers, classifies, and protects sensitive data across major repositories like AWS, DBaaS, and on-premises mainframes. billion fine in 2023.

Data Governance 83

Data Governance AWS Database 83

AWS Machine Learning Blog

APRIL 3, 2023

Prerequisites You need an AWS account to use this solution. To run this JumpStart 1P Solution and have the infrastructure deployed to your AWS account, you need to create an active Amazon SageMaker Studio instance (refer to Onboard to Amazon SageMaker Domain ).

Database 81

Database AWS Machine Learning Machine Learning 81

Hacker News

DECEMBER 3, 2023

Back in 2018, Gizmodo reckoned HIBP was one of the top 100 websites that shaped the internet as we knew it , alongside the likes of Wikipedia, Google, Amazon and Goatse (don't Google it). aw man, thanks The Register! And then ensured could never happen again.

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AWS 182

AWS Machine Learning Blog

NOVEMBER 21, 2023

Anjan is part of the worldwide AI services specialist team and works with customers to help them understand and develop solutions to business problems with AWS AI Services and generative AI. She is focused on building machine learning–based services for AWS customers. In her spare time, Lalita likes to play board games and go on hikes.

AI 87

AI AI Database AWS 87

AWS Machine Learning Blog

FEBRUARY 10, 2023

Quantitative evaluation We utilize 2018–2020 season data for model training and validation, and 2021 season data for model evaluation. Prior to AWS, he obtained his MCS from West Virginia University and worked as computer vision researcher at Midea. Each season consists of around 17,000 plays. She received her Ph.D.

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ML ML Machine Learning Machine Learning 65

AWS Machine Learning Blog

FEBRUARY 8, 2023

About the Authors Mohan Gandhi is a Senior Software Engineer at AWS. He has been with AWS for the last 10 years and has worked on various AWS services like EMR, EFA and RDS. Venkatesh Krishnan leads Product Management for Amazon SageMaker in AWS. format(str(round(time.time()))) resource_id = "endpoint/{}/variant/{}".format(endpoint_name,

Machine Learning 75

Machine Learning Machine Learning ML ML 75

AWS Machine Learning Blog

FEBRUARY 5, 2024

round(2) return(layer) The following figure on the left shows the aggregation of the image classification from the test area scene in northern Peru aggregated to the district administrative level with the calculated change in the forest area between 2018–2023. Emmett joined AWS in 2020 and is based in Austin, TX. min()) * 100).round(2)

ML 84

ML ML AWS Support Vector Machines 84

IBM Journey to AI blog

NOVEMBER 2, 2023

These tech pioneers were looking for ways to bring Google’s internal infrastructure expertise into the realm of large-scale cloud computing and also enable Google to compete with Amazon Web Services (AWS)—the unrivaled leader among cloud providers at the time.

Clustering 110

Clustering Cloud Computing AWS 110

Explosion

AUGUST 1, 2019

Based on the (fairly vague) marketing copy, AWS might be doing something similar in SageMaker. 2018) in using the vector for the class token to represent the sentence, and passing this vector forward into a softmax layer in order to perform classification. in accuracy depending on the task and dataset. and follows Devlin et al.

Natural Language Processing 52

Natural Language Processing AWS Machine Learning Machine Learning 52

Alation

SEPTEMBER 30, 2022

Our ability to catalog every data asset means that we can partner with other ISVs in data quality and observability, like BigEye and Soda ; privacy, like BigID and OneTrust; access governance, like Immuta and Privacera; not to mention the core platforms, like Snowflake , Databricks , AWS , GCP, and Azure. Subscribe to Alation's Blog.

Data Governance 92

Data Governance Azure SQL Data Quality 92

Ocean Protocol

AUGUST 14, 2023

In the current state of the web, businesses bear the costs of computing and storage provided by cloud computing services like Amazon Web Services (AWS). Trading Volume: Uniswap, since launching in 2018, has facilitated ~$1.5 Gas fees are paid by users of DApps to have their transactions computed and stored on the Ethereum ledger.

Cloud Computing 52

Cloud Computing Data Scientist AWS AI 52

Alation

MARCH 21, 2023

When it embarked on a digital transformation and modernization initiative in 2018, the company migrated all its data to AWS S3 Data Lake and Snowflake Data Cloud to provide accessibility to data to all users. Using Alation, ARC automated the data curation and cataloging process.

Analytics 52

Analytics Analytics Data Silos Big Data 52

AWS Machine Learning Blog

JANUARY 17, 2024

Today, we’re excited to announce the availability of Llama 2 inference and fine-tuning support on AWS Trainium and AWS Inferentia instances in Amazon SageMaker JumpStart. In this post, we demonstrate how to deploy and fine-tune Llama 2 on Trainium and AWS Inferentia instances in SageMaker JumpStart.

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AWS Python Machine Learning Machine Learning 103

O'Reilly Media

NOVEMBER 28, 2023

How will AI adopters react when the cost of renting infrastructure from AWS, Microsoft, or Google rises? We haven’t found the source, though in 2018, Gartner wrote that 85% of AI projects “deliver erroneous outcomes.” That’s not the same as failure, and 2018 significantly predates generative AI.

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AI AI Data Analysis Data Analysis 108

AWS Machine Learning Blog

NOVEMBER 14, 2023

The solution also uses Amazon Bedrock , a fully managed service that makes foundation models (FMs) from Amazon and third-party model providers accessible through the AWS Management Console and APIs. or higher installed on either Linux, Mac, or a Windows Subsystem for Linux and an AWS account.

Computer Science 111

Computer Science Computer Science AWS Python 111