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Rohit is an investor, startup advisor and an Application Modernization Scale Specialist working at Google.

Tuesday, December 3, 2019

Interesting :aws: Reinvent announcements threads for app-modernization

Amazon EventBridge schema registry stores event structure - or schema - in a shared central location and maps those schemas to code for Java, Python, and Typescript so it’s easy to use events as objects in your code.  https://aws.amazon.com/about-aws/whats-new/2019/12/introducing-amazon-eventbridge-schema-registry-now-in-preview/?trk=ls_card

AWS launches new program to drive migrations for end of support Windows Server applications https://aws.amazon.com/about-aws/whats-new/2019/12/aws-launches-program-drive-migration-windows-server/?trk=ls_card

Amazon Managed Apache Cassandra Service - Eat Databricks lunch  https://aws.amazon.com/blogs/aws/new-amazon-managed-apache-cassandra-service-mcs/

ML works across Tensorflow, PyTorch and mxnet - Sagemaker Studio single pane of glass IDE for machine learning, Sagemaker Notebooks - pairs notebooks with compute, Sagemaker Experiments - Tune, compare, visualize, collect & share models and experiments automatically Sagemaker Debugger - Improve accuracy of models, feature prioritization, metrics for model training, SageMaker Model Monitor - detect concept drift SageMaker AutoML with no loss of visibility or control- CSV(data) -> trains 50 different machine learning models  - with a model leaderboard - notebook with all the models & recipes

Amazon CodeGuru : Auto code reviews + performance profiling - driven by machine learning - input handling, aws best practices, latency & cpu utilization, visualize performance - will find the MOST EXPENSIVE line of code in terms of performance. Installed as an agent on the container . :plus:  web hook for pull requests