AWS Machine Learning Blog

DECEMBER 18, 2023

Make sure you have the following prerequisites: Create an S3 bucket Configure MongoDB Atlas cluster Create a free MongoDB Atlas cluster by following the instructions in Create a Cluster. Setup the Database access and Network access. The following screenshots shows the setup of the data federation.

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AWS Machine Learning Blog

OCTOBER 23, 2024

He has worked with organizations ranging from large enterprises to mid-sized startups on problems related to distributed computing, and Artificial Intelligence. Dhawal Patel is a Principal Machine Learning Architect at AWS. He focuses on Deep learning including NLP and Computer Vision domains.

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O'Reilly Media

SEPTEMBER 19, 2023

A basic, production-ready cluster priced out to the low-six-figures. A company then needed to train up their ops team to manage the cluster, and their analysts to express their ideas in MapReduce. Plus there was all of the infrastructure to push data into the cluster in the first place. Goodbye, Hadoop. And it was good.

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AWS Machine Learning Blog

SEPTEMBER 11, 2024

And finally, some activities, such as those involved with the latest advances in artificial intelligence (AI), are simply not practically possible, without hardware acceleration. The following figure illustrates the idea of a large cluster of GPUs being used for learning, followed by a smaller number for inference.

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Flipboard

NOVEMBER 24, 2023

SnapLogic’s AI journey In the realm of integration platforms, SnapLogic has consistently been at the forefront, harnessing the transformative power of artificial intelligence. Dr. Farooq Sabir is a Senior Artificial Intelligence and Machine Learning Specialist Solutions Architect at AWS. Sandeep holds an MSc.

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Pickl AI

SEPTEMBER 20, 2024

Released as an open-source project in 2008 and later becoming a top-level project of the Apache Software Foundation in 2010, Cassandra has gained popularity due to its scalability and high availability features. Cassandra’s architecture is based on a peer-to-peer model where all nodes in the cluster are equal.

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AWS Machine Learning Blog

SEPTEMBER 19, 2023

Spark provides distributed processing on clusters to handle data that is too big for a single machine. For this use case, we see how SageMaker Feature Store helps convert the raw car sales data into structured features. We run the feature processing remotely using Spark to scale to large datasets.

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