Favorite In 2019, AWS announced Amazon SageMaker Studio, a unified integrated development environment (IDE) for machine learning (ML) development. You can write code, track experiments, visualize data, and perform debugging and monitoring within a single, integrated visual interface. Amazon SageMaker Studio supports a single sign-on experience with AWS Single Sign-On
Favorite AWS DeepRacer allows you to get hands-on with machine learning (ML) through a fully autonomous 1/18th scale race car driven by reinforcement learning, a 3D racing simulator on the AWS DeepRacer console, a global racing league, and hundreds of customer-initiated community races. With AWS DeepRacer community races, you can
Favorite An enterprise typically houses multiple departments such as engineering, finance, legal, and marketing, creating a growing number of documents and content that employees need to access. Creating a search experience that intuitively delivers the right information according to an employee’s role, and the department is critical to driving productivity
Favorite As organizations grow larger in size, so does the need for having better document processing. In industries such as healthcare, legal, insurance, and banking, the continuous influx of paper-based or PDF documents (like invoices, health charts, and insurance claims) have pushed businesses to consider evolving their document processing capabilities.
Favorite Imagine whistling your favorite song. You might not sound like the real deal, right? Now imagine your rendition using auto-tune software. Better, sure, but the result is still your voice. What if there was a way to turn your voice into something like a violin, or a saxophone, or
Favorite As humans, we are prone to unconsious bias, which can severely affect the way we work with knowledge. Follow the link in this post to see how biased YOU are! Image from book review“Thinking fast and slow” Cognitive biases can seriously affect the way we work with knowledge. I
Favorite Amazon Transcribe is a fully-managed automatic speech recognition service (ASR) that makes it easy to add speech-to-text capabilities to voice-enabled applications. As our service grows, so does the diversity of our customer base, which now spans domains such as insurance, finance, law, real estate, media, hospitality, and more. Naturally,
Favorite Customers need machine learning (ML) models to detect objects that are interesting for their business. In most cases doing so is hard as these models needs thousands of labelled images and deep learning expertise. Generating this data can take months to gather, and can require large teams of labelers
Favorite Every day there is something new going on in the world of AWS Machine Learning—from launches to new use cases to interactive trainings. We’re packaging some of the not-to-miss information from the ML Blog and beyond for easy perusing each month. Check back at the end of each month
Favorite Sometimes, a phone call is the best way to get something done. We call retailers to locate missing packages, utilities to adjust our internet speeds, airlines to change our travel itineraries…the list goes on. But more often than not, we need to wait on hold during these calls—listening closely