AWS Machine Learning Blog

DECEMBER 1, 2024

In this blog post, I will look at what makes physical AWS DeepRacer racing—a real car on a real track—different to racing in the virtual world—a model in a simulated 3D environment. The AWS DeepRacer League is wrapping up. The original AWS DeepRacer, without modifications, has a smaller speed range of about 2 meters per second.

AWS 99

AWS Python Artificial Intelligence Artificial Intelligence 99

AWS Machine Learning Blog

MAY 14, 2024

We present the solution and provide an example by simulating a case where the tier one AWS experts are notified to help customers using a chat-bot. We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic. Here, we use the on-demand option.

AWS 127

AWS AI AI Machine Learning 127

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.

AWS 100

AWS Machine Learning Machine Learning Analytics 100

AWS Machine Learning Blog

MARCH 30, 2023

Not only was he widely considered the top-rated goalkeeper in the league during the 2021/22 season, but he also held that title back in 2018/19 when Eintracht Frankfurt reached the Europa League semifinals. The BMF logic itself (except for the ML model) runs on an AWS Fargate container.

Machine Learning 100

Machine Learning Machine Learning AWS Apache Kafka 100

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.

AWS 97

AWS Analytics Analytics Machine Learning 97

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.

AWS 95

AWS ML ML Python 95

AWS Machine Learning Blog

JUNE 26, 2024

This post is a follow-up to Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets. For unstructured data, the agent uses AWS Lambda functions with AI services such as Amazon Comprehend for natural language processing (NLP). The following diagram illustrates the technical architecture.

AWS 134

AWS AI AI Database 134

AWS Machine Learning Blog

FEBRUARY 6, 2024

We implemented the solution using the AWS Cloud Development Kit (AWS CDK). One of the more popular and useful of the transformer architectures, Bidirectional Encoder Representations from Transformers (BERT), is a language representation model that was introduced in 2018. The first GPT model was introduced in 2018 by OpenAI.

AWS 129

AWS ML ML Data Preparation 129

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 134

SQL AWS AI AI 134

AWS Machine Learning Blog

NOVEMBER 26, 2024

Since 2018, using state-of-the-art proprietary and open source large language models (LLMs), our flagship product— Rad AI Impressions — has significantly reduced the time radiologists spend dictating reports, by generating Impression sections. This post is co-written with Ken Kao and Hasan Ali Demirci from Rad AI.

ML 119

ML ML AI AI 119

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

AWS Machine Learning Blog

SEPTEMBER 11, 2024

In 2018, other forms of PBAs became available, and by 2020, PBAs were being widely used for parallel problems, such as training of NN. Examples of other PBAs now available include AWS Inferentia and AWS Trainium , Google TPU, and Graphcore IPU. In November 2023, AWS announced the next generation Trainium2 chip.

AWS 113

AWS ML ML Clustering 113

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.

AWS 119

AWS Natural Language Processing K-nearest Neighbors Computer Science 119

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.

Cross Validation 123

Cross Validation ML ML Machine Learning 123

DataRobot Blog

MAY 6, 2018

This past month we had news from SAS Global Forum, Microstrategy, Oracle, AWS, Google, Qlik Qonnections, Tableau and several other smaller vendors. by Jen Underwood. Fallout from the March Facebook scandal continued while GDPR. Read More.

Tableau 40

Tableau AWS 40

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 Cloud Computing AWS 156

AWS Machine Learning Blog

SEPTEMBER 23, 2024

Since its launch in 2018, Just Walk Out technology by Amazon has transformed the shopping experience by allowing customers to enter a store, pick up items, and leave without standing in line to pay. About the Authors Tian Lan is a Principal Scientist at AWS. Chris Broaddus is a Senior Manager at AWS.

AI 93

AI AI AWS Algorithm 93

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 104

Database AWS Machine Learning Machine Learning 104

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

OCTOBER 2, 2024

Additionally, check out the service introduction video from AWS re:Invent 2023. About the Authors Maira Ladeira Tanke is a Senior Generative AI Data Scientist at AWS. Mark Roy is a Principal Machine Learning Architect for AWS, helping customers design and build generative AI solutions.

AI 103

AI AI AWS Machine Learning 103

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 113

Machine Learning Machine Learning ML ML 113

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

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.

AWS 98

AWS ML ML Machine Learning 98

AWS Machine Learning Blog

DECEMBER 2, 2024

O Texts (2018). [3] Before joining AWS, he worked in the management consulting industry as a data scientist, serving the financial services and telecommunications sectors. Before joining AWS, he completed a PhD in Machine Learning at the Technical University of Munich, Germany, doing research on probabilistic models for event data.

Machine Learning 95

Machine Learning Machine Learning Deep Learning Deep Learning 95

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.

ML 95

ML ML Deep Learning Deep Learning 95

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 123

AI AI Database AWS 123

AWS Machine Learning Blog

NOVEMBER 26, 2024

About the Authors Benoit de Patoul is a GenAI/AI/ML Specialist Solutions Architect at AWS. Naresh Nagpal is a Solutions Architect at AWS with extensive experience in application development, integration, and technology architecture. In his free time, he likes to play piano and spend time with friends.

Machine Learning 103

Machine Learning Machine Learning SQL ML 103

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.

AWS 182

AWS 182

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.

ML 91

ML ML Machine Learning Machine Learning 91

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 121

ML ML AWS Analytics 121

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 106

Machine Learning Machine Learning ML ML 106

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 93

ML ML AWS Data Scientist 93

Towards AI

NOVEMBER 6, 2024

Here, we will focus on enterprise-friendly choices like Azure OpenAI, AWS Bedrock, and open-source models from Hugging Face 🤗 It is essential to evaluate and identify the most suitable embedding model for your application in order to optimize accuracy, latency, storage, memory, and cost.

Azure 119

Azure AWS Python AI 119

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.

AWS 98

AWS Database Clean Data Data Science 98

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 123

Clustering Cloud Computing AWS 123

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.

AWS 120

AWS Machine Learning Machine Learning Natural Language Processing 120

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 101

Machine Learning Machine Learning AWS ML 101