Build your serverless knowledge and earn digital badges

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Then come back to the courses listed in this blog to continue your learning... For those interested in developing their serverless skills, this blog outlines a learning path that individuals can follow to not only build their skill set, but also earn badges and certifications that can be shared with professional networks... The Serverless learning plan helps you build in-demand cloud serverless s...

AWS Week in Review – Amazon Security Lake Now GA, New Actions on AWS Fault Injection Simulator, and More – June 5, 2023

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Let’s get started! Last Week’s Launches Here are a few launches from last week that you might have missed: Amazon Security Lake is now Generally Available – This service automatically centralizes security data from AWS environments, SaaS providers, on-premises environments, and cloud sources into a purpose-built data lake stored in your account, making it easier to analyze security data,...

Use Amazon SageMaker Canvas to build machine learning models using Parquet data from Amazon Athena and AWS Lake Formation

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To simplify access to Parquet files, Amazon SageMaker Canvas has added data import capabilities from over 40 data sources, including Amazon Athena, which supports Apache Parquet... Canvas provides connectors to AWS data sources such as Amazon Simple Storage Service (Amazon S3), Athena, and Amazon Redshift... In this post, we describe how to query Parquet files with Athena using AWS Lake Formati...

Amazon SageMaker Automatic Model Tuning now automatically chooses tuning configurations to improve usability and cost efficiency

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Amazon SageMaker Automatic Model Tuning has introduced Autotune, a new feature to automatically choose hyperparameters on your behalf... This provides an accelerated and more efficient way to find hyperparameter ranges, and can provide significant optimized budget and time management for your automatic model tuning jobs... Hyperparameter overview When training any machine learning (ML) model, yo...

Train a Large Language Model on a single Amazon SageMaker GPU with Hugging Face and LoRA

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We have all heard about the progress being made in the field of large language models (LLMs) and the ever-growing number of problem sets where LLMs are providing valuable insights... Large models, when trained over massive datasets and several tasks, are also able to generalize well over tasks that they aren’t trained specifically for... Such models are called foundation models, a term first p...

Azure Virtual WAN now supports full mesh secure hub connectivity

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In May 2023, we announced the general availability of Routing intent and routing policies for all Virtual WAN customers... This feature is powered by the Virtual WAN routing infrastructure and enables Azure Firewall customers to set up policies for private and internet traffic... We are also extending the same routing capabilities to all Firewall solutions deployed within Azure Virtual WAN includi...

New eBook: 5 Keys to Secure Enterprise Messaging

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The new eBook includes best practices for addressing the security and compliance risks associated with messaging apps...09 billion mobile phone users access messaging apps to communicate, and this figure is projected to grow to 3... Although consumer messaging apps are convenient and support real-time communication with colleagues, customers, and partners, they often lack the robust security and ...