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14min chapter
671: Cloud Machine Learning
Super Data Science: ML & AI Podcast with Jon Krohn
AWS Databases, Redshift, and Machine Learning Models in SageMaker
The chapter covers various databases available on AWS like RDS, Redshift, ElasticCache, and more. It explains the benefits of using Redshift for handling large volumes of data efficiently and delves into building machine learning models using SageMaker, either through the SDK or AutoML. Additionally, it explores the concept of endpoints in SageMaker and discusses the value of having control over feature selection, model tuning, and ensembling processes despite the convenience offered by SageMaker.
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