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Data Pipeline Performance
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Classroom Contents
Deep Learning for Real Time Streaming Data with Kafka and TensorFlow - ODSC East 2019
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- 1 Intro
- 2 Real Time Streaming Data
- 3 Event Driven Microservices
- 4 Machine Learning
- 5 TensorFlow 2.0 Workflow
- 6 Motivation of Data Pipeline in ML
- 7 Data Pipeline Performance
- 8 Data Format Flexibility
- 9 TFRecord Data Format
- 10 Infrastructure Solution
- 11 KafkaDataset (Python/R/C++) in TensorFlow
- 12 KafkaDataset in TensorFlow
