Amazon AI Monthly — March 2018
A recap of all things Amazon AI that happened in March 2018.
Application services
- https://aws.amazon.com/blogs/machine-learning/amazon-polly-powers-nexmos-next-gen-text-to-speech-use-cases/
- https://aws.amazon.com/blogs/machine-learning/amazon-polly-releases-new-ssml-breath-feature/
- https://aws.amazon.com/about-aws/whats-new/2018/02/amazon-polly-is-now-available-in-aws-govcloud—us—region/
- https://aws.amazon.com/about-aws/whats-new/2018/02/amazon-rekognition-now-available-in-aws-asia-pacific-tokyo-and-asia-pacific-sydney-regions/
Kinesis analytics
Amazon SageMaker
- https://cosminsanda.com/posts/counting-object-with-mxnet-and-sagemaker/
- https://aws.amazon.com/blogs/aws/auto-scaling-is-now-available-for-amazon-sagemaker/
- https://aws.amazon.com/about-aws/whats-new/2018/03/amazon-sagemaker-notebook-instances-now-support-ml-p3-2xlarge-in/
- https://aws.amazon.com/about-aws/whats-new/2018/03/amazon-sagemaker-new-notebook-features/
- https://aws.amazon.com/blogs/machine-learning/train-faster-more-flexible-models-with-amazon-sagemaker-linear-learner/
- https://aws.amazon.com/blogs/machine-learning/train-and-host-scikit-learn-models-in-amazon-sagemaker-by-building-a-scikit-docker-container/
- https://aws.amazon.com/blogs/machine-learning/use-amazon-cloudwatch-custom-metrics-for-real-time-monitoring-of-amazon-sagemaker-model-performance/
- https://aws.amazon.com/blogs/machine-learning/mount-an-efs-file-system-to-an-amazon-sagemaker-notebook-with-lifecycle-configurations/
- https://aws.amazon.com/blogs/machine-learning/create-a-word-pronunciation-sequence-to-sequence-model-using-amazon-sagemaker/
- https://aws.amazon.com/blogs/machine-learning/text-classification-with-gluon-on-amazon-sagemaker-and-aws-batch/
Apache MXNet
- https://aws.amazon.com/about-aws/whats-new/2018/03/announcing-gluon-support-for-aws-deeplens/
- https://github.com/apache/incubator-mxnet/pull/9662/commits
- https://github.com/keras-team/keras/pull/9291
Infrastructure
- https://aws.amazon.com/about-aws/whats-new/2018/03/amazon-ec2-c5-instances-are-now-available-in-additional-regions/
- https://aws.amazon.com/blogs/machine-learning/faster-training-with-optimized-tensorflow-1-6-on-amazon-ec2-c5-and-p3-instances/
Webinars & blog posts
- https://www.brighttalk.com/webcast/9019/306689/how-amazon-ai-can-help-you-transform-your-business
- https://www.brighttalk.com/webcast/9019/308113
- https://becominghuman.ai/tumbling-down-the-sgd-rabbit-hole-part-1-740fa402f0d7
- https://medium.com/@julsimon/webinar-enabling-deep-learning-in-iot-applications-with-apache-mxnet-4361e2a6726c
- AWS Summit Tel Aviv: AI/ML State of the Union https://www.youtube.com/watch?v=hs1JodCIe4s