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Use streaming ingestion with Amazon SageMaker Feature Store and Amazon MSK to make ML-backed decisions in near-real time

AWS Machine Learning Blog

Streaming ingestion – An Amazon Kinesis Data Analytics for Apache Flink application backed by Apache Kafka topics in Amazon Managed Streaming for Apache Kafka (MSK) (Amazon MSK) calculates aggregated features from a transaction stream, and an AWS Lambda function updates the online feature store.

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Pictures and Highlights from ODSC Europe 2023

ODSC - Open Data Science

We had bigger sessions on getting started with machine learning or SQL, up to advanced topics in NLP, and how to make deepfakes. Here are some highlights from ODSC Europe 2023, including some pictures of speakers and attendees, popular talks, and a summary of what kept people busy.

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How Thomson Reuters delivers personalized content subscription plans at scale using Amazon Personalize

AWS Machine Learning Blog

The rules in this engine were predefined and written in SQL, which aside from posing a challenge to manage, also struggled to cope with the proliferation of data from TR’s various integrated data source. Amazon MSK makes it easy to ingest and process streaming data in real time with fully managed Apache Kafka.

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Big Data Syllabus: A Comprehensive Overview

Pickl AI

Understanding the differences between SQL and NoSQL databases is crucial for students. Data Streaming Learning about real-time data collection methods using tools like Apache Kafka and Amazon Kinesis. Students should learn about neural networks and their architecture.

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How to Manage Unstructured Data in AI and Machine Learning Projects

DagsHub

Here’s the structured equivalent of this same data in tabular form: With structured data, you can use query languages like SQL to extract and interpret information. Apache Kafka Apache Kafka is a distributed event streaming platform for real-time data pipelines and stream processing.