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Favorite This is a guest post by AWS Machine Learning Hero Cyrus Wong. Staying connected with family, friends, and colleagues is easy for most people who live with or close to others. For educators who need to communicate lessons and schedules with their students, or businesses who communicate with
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Shared by AWS Machine Learning July 18, 2020
Favorite Text classification is a technique for putting text into different categories, and has a wide range of applications: email providers use text classification to detect spam emails, marketing agencies use it for sentiment analysis of customer reviews, and discussion forum moderators use it to detect inappropriate comments. In the
Read More Shared by AWS Machine Learning July 15, 2020
Favorite AWS DeepRacer is a fully autonomous 1/18th scale race car powered by reinforcement learning (RL) that gives machine learning (ML) developers of all skill levels the opportunity to learn and build their ML skills in a fun and competitive way. AWS DeepRacer Evo includes new features and capabilities to
Read More Shared by AWS Machine Learning July 14, 2020
Favorite Working from home can be a big change to your ergonomic setup, which can make it hard for you to keep a healthy posture and take frequent breaks throughout the day. To help you maintain good posture and have fun with machine learning (ML) in the process, this post
Read More Shared by AWS Machine Learning July 14, 2020
Favorite In October 2019, AWS announced that it was working with Facebook, Microsoft, and the Partnership on AI on the first Deepfake Detection Challenge. Deepfake algorithms are the same as the underlying technology that has given us realistic animation effects in movies and video games. Unfortunately, those same algorithms have
Read More Shared by AWS Machine Learning July 14, 2020
Favorite GPUs can significantly speed up deep learning training, and have the potential to reduce training time from weeks to just hours. However, to fully benefit from the use of GPUs, you should consider the following aspects: Optimizing code to make sure that underlying hardware is fully utilized Using the
Read More Shared by AWS Machine Learning July 10, 2020
Favorite Amazon Comprehend is a natural language processing (NLP) service that can extract key phrases, places, names, organizations, events, sentiment from unstructured text, and more (for more information, see Detect Entities). But what if you want to add entity types unique to your business, like proprietary part codes or industry-specific
Read More Shared by AWS Machine Learning July 10, 2020
Favorite Convolutional neural networks (CNNs) achieve state-of-the-art results in tasks such as image classification and object detection. They are used in many diverse applications, such as in autonomous driving to detect traffic signs and objects on the street, in healthcare to more accurately classify anomalies in image-based data, and in
Read More Shared by AWS Machine Learning July 10, 2020
Favorite Audio content consumption has grown exponentially in the past few years. Statista reports that podcast ad revenue will exceed a billion dollars in 2021. For the publishing industry and content providers, providing audio as an alternative option to reading could improve engagement with users and be an incremental revenue
Read More Shared by AWS Machine Learning July 9, 2020
Favorite FORMULA 1 (F1) turns 70 years old in 2020 and is one of the few sports that combines real-time skill with engineering and technical prowess. Technology has always played a central role in F1; where the evolution of the rules and tools is built into the DNA of F1.
Read More Shared by AWS Machine Learning July 8, 2020