Amazon SageMaker Geospatial Capabilities Now Generally Available with Security Updates and More Use Case Samples
TutoSartup excerpt from this article:
At AWS re:Invent 2022, we previewed Amazon SageMaker geospatial capabilities, allowing data scientists and machine learning (ML) engineers to build, train, and deploy ML models using geospatial data... Geospatial ML with Amazon SageMaker supports access to readily available geospatial data, purpose-built processing operations and open source libraries, pre-trained ML models, and built-in visualiza...
At AWS re:Invent 2022, we previewed Amazon SageMaker geospatial capabilities, allowing data scientists and machine learning (ML) engineers to build, train, and deploy ML models using geospatial data... Geospatial ML with Amazon SageMaker supports access to readily available geospatial data, purpose-built processing operations and open source libraries, pre-trained ML models, and built-in visualiza...
New – Simplify the Investigation of AWS Security Findings with Amazon Detective
TutoSartup excerpt from this article:
With Amazon Detective, you can analyze and visualize security data to investigate potential security issues... Detective collects and analyzes events that describe IP traffic, AWS management operations, and malicious or unauthorized activity from AWS CloudTrail logs, Amazon Virtual Private Cloud (Amazon VPC) Flow Logs, Amazon GuardDuty findings, and, since last year, Amazon Elastic Kubernetes Serv...
With Amazon Detective, you can analyze and visualize security data to investigate potential security issues... Detective collects and analyzes events that describe IP traffic, AWS management operations, and malicious or unauthorized activity from AWS CloudTrail logs, Amazon Virtual Private Cloud (Amazon VPC) Flow Logs, Amazon GuardDuty findings, and, since last year, Amazon Elastic Kubernetes Serv...
Your guide to the threat detection and incident response track at re:Inforce 2023
TutoSartup excerpt from this article:
AWS re:Inforce is back, and we can’t wait to welcome security builders to Anaheim, CA, on June 13 and 14... AWS re:Inforce is a security learning conference where you can gain skills and confidence in cloud security, compliance, identity, and privacy... As an attendee, you will have access to hundreds of technical and non-technical sessions, an Expo featuring AWS experts and security partne...
AWS re:Inforce is back, and we can’t wait to welcome security builders to Anaheim, CA, on June 13 and 14... AWS re:Inforce is a security learning conference where you can gain skills and confidence in cloud security, compliance, identity, and privacy... As an attendee, you will have access to hundreds of technical and non-technical sessions, an Expo featuring AWS experts and security partne...
Announcing the updated Microsoft SharePoint connector (V2.0) for Amazon Kendra
TutoSartup excerpt from this article:
One such knowledge base repository is Microsoft SharePoint, and we are excited to announce that we have updated the SharePoint connector for Amazon Kendra to add even more capabilities...0), we have added support for SharePoint Subscription Edition and multiple authentication and sync modes to index contents based on new, modified, or deleted contents...0 to authenticate with SharePoint Online.....
One such knowledge base repository is Microsoft SharePoint, and we are excited to announce that we have updated the SharePoint connector for Amazon Kendra to add even more capabilities...0), we have added support for SharePoint Subscription Edition and multiple authentication and sync modes to index contents based on new, modified, or deleted contents...0 to authenticate with SharePoint Online.....
Retiring the AWS Documentation on GitHub
TutoSartup excerpt from this article:
After a prolonged period of experimentation we will archive most of the repos starting the week of June 5th, and will devote all of our resources to directly improving the AWS documentation and website... The primary source for most of the AWS documentation is on internal systems that we had to manually sync with the GitHub repos... Despite the best efforts of our documentation team, keeping the...
After a prolonged period of experimentation we will archive most of the repos starting the week of June 5th, and will devote all of our resources to directly improving the AWS documentation and website... The primary source for most of the AWS documentation is on internal systems that we had to manually sync with the GitHub repos... Despite the best efforts of our documentation team, keeping the...
Build a serverless meeting summarization backend with large language models on Amazon SageMaker JumpStart
TutoSartup excerpt from this article:
The solution includes the following components: A shell script for creating a custom Lambda layer A configurable AWS CloudFormation template for deploying the solution Lambda function code for starting Amazon Transcribe transcription jobs Lambda function code for invoking a SageMaker real-time endpoint hosting the Flan T5 XL model The following diagram illustrates this architecture....
The solution includes the following components: A shell script for creating a custom Lambda layer A configurable AWS CloudFormation template for deploying the solution Lambda function code for starting Amazon Transcribe transcription jobs Lambda function code for invoking a SageMaker real-time endpoint hosting the Flan T5 XL model The following diagram illustrates this architecture....
Prepare training and validation dataset for facies classification using Snowflake integration and train using Amazon SageMaker Canvas
TutoSartup excerpt from this article:
Note the strong focus here on collaboration between cross-functional teams with differing technical abilities... Facies classification is the process of segmenting lithologic formations from geologic data at the wellbore location... Accurately classifying these regions is critical for the drilling processes that follow... Facies classification using AI and machine learning (ML) has become an ...
Note the strong focus here on collaboration between cross-functional teams with differing technical abilities... Facies classification is the process of segmenting lithologic formations from geologic data at the wellbore location... Accurately classifying these regions is critical for the drilling processes that follow... Facies classification using AI and machine learning (ML) has become an ...