GitHub - yongtang/odsc: AI+ [Data, I/O, and TensorFlow: Building A Reliable Machine Learning Data Pipeline]

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AI+ [Data, I/O, and TensorFlow: Building A Reliable Machine Learning Data Pipeline]

Apache-2.0 license

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Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
Austin2020		Austin2020
ODSC2020Boston		ODSC2020Boston
ODSC2022Boston		ODSC2022Boston
LICENSE		LICENSE
README.md		README.md

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Tutorial: Building and Deploying Machine Learning Models with TensorFlow and Keras

1. Introduction of TensorFlow and Keras

[Tutorial 1] Model building with Keras in simple steps

2. Data pipeline in TensorFlow

[Tutorial 2] Understanding the data pipeline
[Tutorial 3] Columnar dataset processing

3. Deploy machine learning models in production

[Tutorial 4]Bridge TensorFlow, database and cloud data services
Streaming data in production with TensorFlow and Kafka

Reference for Streaming Data with Apache Kafka

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AI+ [Data, I/O, and TensorFlow: Building A Reliable Machine Learning Data Pipeline]

Apache-2.0 license

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