AWS Machine Learning

AWS Machine Learning wrote a new post, Managing multi-topic conversation flows with Amazon Lex Session API checkpoints, on the site CYBERCASEMANAGER ENTERPRISES 3 days, 12 hours ago

In daily conversations, you often jump back and forth between multiple topics. For example, when discussing a home improvement project related to new windows and curtains, you might have questions like, “How a […]

AWS Machine Learning wrote a new post, Amazon Textract is now HIPAA eligible, on the site CYBERCASEMANAGER ENTERPRISES 4 days, 12 hours ago

Today, Amazon Web Services (AWS) announced that Amazon Textract, a machine learning service that quickly and easily extracts text and data from scanned documents, is now eligible for healthcare workloads that […]

AWS Machine Learning wrote a new post, Verifying and adjusting your data labels to create higher quality training datasets with Amazon SageMaker Ground Truth, on the site CYBERCASEMANAGER ENTERPRISES 4 days, 12 hours ago

Building a highly accurate training dataset for your machine learning (ML) algorithm is an iterative process. It is common to review and continuously adjust your labels until you are satisfied that the labels […]

AWS Machine Learning wrote a new post, Managing conversation flow with a fallback intent on Amazon Lex, on the site CYBERCASEMANAGER ENTERPRISES 1 week, 3 days ago

Ever been stumped by a question? Imagine you’re in a business review going over weekly numbers and someone asks, “What about expenses?” Your response might be, “I don’t know. I wasn’t prepared to have that discus […]

AWS Machine Learning wrote a new post, Generating searchable PDFs from scanned documents automatically with Amazon Textract, on the site CYBERCASEMANAGER ENTERPRISES 1 week, 4 days ago

Amazon Textract is a machine learning service that makes it easy to extract text and data from virtually any document. Textract goes beyond simple optical character recognition (OCR) to also identify the contents […]

AWS Machine Learning wrote a new post, Transcribe speech to text in real time using Amazon Transcribe with WebSocket, on the site CYBERCASEMANAGER ENTERPRISES 2 weeks, 2 days ago

Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for developers to add speech-to-text capability to applications. In November 2018, we added streaming transcriptions over […]

AWS Machine Learning wrote a new post, Using Amazon Polly in Windows Applications, on the site CYBERCASEMANAGER ENTERPRISES 2 weeks, 3 days ago

AWS offers a vast array of services that allow developers to build applications in the cloud. At the same time, Windows desktop applications can take advantage of these services as well. Today, we are releasing […]

AWS Machine Learning wrote a new post, Build your ML skills with AWS Machine Learning on Coursera, on the site CYBERCASEMANAGER ENTERPRISES 3 weeks, 4 days ago

Machine learning (ML) is one of the fastest growing areas in technology and a highly sought after skillset in today’s job market. Today, I am excited to announce a new education course, built in collaboration w […]

AWS Machine Learning wrote a new post, Build, test, and deploy your Amazon Sagemaker inference models to AWS Lambda, on the site CYBERCASEMANAGER ENTERPRISES 3 weeks, 5 days ago

Amazon SageMaker is a fully managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning (ML) models at any scale. When you deploy an ML model, […]

AWS Machine Learning wrote a new post, Building a deep neural net–based surrogate function for global optimization using PyTorch on Amazon SageMaker, on the site CYBERCASEMANAGER ENTERPRISES 3 weeks, 6 days ago

Optimization is the process of finding the minimum (or maximum) of a function that depends on some inputs, called design variables. Customer X has the following problem: They are about to release a new car model […]

AWS Machine Learning wrote a new post, Multiregion serverless distributed training with AWS Batch and Amazon SageMaker, on the site CYBERCASEMANAGER ENTERPRISES 3 weeks, 6 days ago

Creating a global footprint and access to scale are one of the many best practices at AWS. By creating architectures that take advantage of that scale and also efficient data utilization (in both performance and […]

AWS Machine Learning wrote a new post, Launching TensorFlow distributed training easily with Horovod or Parameter Servers in Amazon SageMaker, on the site CYBERCASEMANAGER ENTERPRISES 1 month ago

Amazon SageMaker supports all the popular deep learning frameworks, including TensorFlow. Over 85% of TensorFlow projects in the cloud run on AWS. Many of these projects already run in Amazon SageMaker. This is […]

AWS Machine Learning wrote a new post, Optimizing TensorFlow model serving with Kubernetes and Amazon Elastic Inference, on the site CYBERCASEMANAGER ENTERPRISES 1 month, 1 week ago

This post offers a dive deep into how to use Amazon Elastic Inference with Amazon Elastic Kubernetes Service. When you combine Elastic Inference with EKS, you can run low-cost, scalable inference workloads with […]

AWS Machine Learning wrote a new post, Performing batch inference with TensorFlow Serving in Amazon SageMaker, on the site CYBERCASEMANAGER ENTERPRISES 1 month, 1 week ago

After you’ve trained and exported a TensorFlow model, you can use Amazon SageMaker to perform inferences using your model. You can either:

Deploy your model to an endpoint to obtain real-time inferences from y […]

AWS Machine Learning wrote a new post, Tracking the throughput of your private labeling team through Amazon SageMaker Ground Truth, on the site CYBERCASEMANAGER ENTERPRISES 1 month, 1 week ago

Launched at AWS re:Invent 2018, Amazon SageMaker Ground Truth helps you quickly build highly accurate training datasets for your machine learning models. Amazon SageMaker Ground Truth offers easy access to public […]

AWS Machine Learning wrote a new post, Enable smart text analytics using Amazon Elasticsearch Search and Amazon Comprehend, on the site CYBERCASEMANAGER ENTERPRISES 1 month, 1 week ago

We’re excited to announce an end-to-end solution that leverages natural language processing to analyze and visualize unstructured text in your Amazon Elasticsearch Service domain with Amazon Comprehend in the A […]

AWS Machine Learning wrote a new post, Build a custom entity recognizer using Amazon Comprehend, on the site CYBERCASEMANAGER ENTERPRISES 1 month, 1 week ago

Amazon Comprehend is a natural language processing service that can extract key phrases, places, names, organizations, events, and even sentiment from unstructured text, and more. Customers usually want to add […]

AWS Machine Learning wrote a new post, Power contextual bandits using continual learning with Amazon SageMaker RL, on the site CYBERCASEMANAGER ENTERPRISES 1 month, 2 weeks ago

Amazon SageMaker is a modular, fully-managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. Training models is quick and […]

AWS Machine Learning wrote a new post, Speed up training on Amazon SageMaker using Amazon FSx for Lustre and Amazon EFS file systems, on the site CYBERCASEMANAGER ENTERPRISES 1 month, 2 weeks ago

Amazon SageMaker provides a fully-managed service for data science and machine learning workflows. One of the most important capabilities of Amazon SageMaker is its ability to run fully-managed training jobs to […]

AWS Machine Learning wrote a new post, Serving deep learning at Curalate with Apache MXNet, AWS Lambda, and Amazon Elastic Inference, on the site CYBERCASEMANAGER ENTERPRISES 1 month, 2 weeks ago

This is a guest blog post by Jesse Brizzi, a computer vision research engineer at Curalate.
At Curalate, we’re always coming up with new ways to use deep learning and computer vision to find and leverage u […]

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