AWS FeedDevelop and deploy ML models using Amazon SageMaker Data Wrangler and Amazon SageMaker Autopilot Data generates new value to businesses through insights and building predictive models. However, although data is plentiful, available data scientists are far and few. Despite our attempts in recent years to produce data scientists from academia and elsewhere, we still…
AWS FeedChoosing a CI/CD approach: AWS Services with BigHat Biosciences Founded in 2019, BigHat Biosciences’ mission is to improve human health by reimagining antibody discovery and engineering to create better antibodies faster. Their integrated computational + experimental approach speeds up antibody design and discovery by combining high-speed molecular characterization with machine learning technologies to guide…
AWS FeedAmazon SageMaker Named as the Outright Leader in Enterprise MLOps Platforms Over the last few years, Machine Learning (ML) has proven its worth in helping organizations increase efficiency and foster innovation. As ML matures, the focus naturally shifts from experimentation to production. ML processes need to be streamlined, standardized, and automated to build, train,…
AWS FeedAmazon Redshift identity federation with multi-factor authentication Password-based access control alone is not considered secure enough, and many organizations are adopting multi-factor authentication (MFA) and single sign-on (SSO) as a de facto standard to prevent unauthorized access to systems and data. SSO frees up time and resources for both administrators and end users from…
AWS FeedAmazon Cognito is now available in the Middle East (Bahrain) Region Amazon Cognito is now available in the Middle East (Bahrain) Region. Amazon Cognito makes it easy to add authentication, authorization, and user management to your web and mobile apps. Amazon Cognito scales to millions of users and supports sign-in with social identity providers…
AWS FeedRate Limiting Strategies for Serverless Applications Serverless technologies reduce the work needed to set up and maintain computing resources, provide built-in scalability, and optimize agility, performance, cost, and security. The pay-as-you-go model is particularly liberating for developers. You can fail fast, experiment more, and do it fairly cheaply. However, serverless brings its own challenges.…