Vinija's AI Notes
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🧱
Infrastructure
📌
Table of Contents
📊 Data Ingestion
Amazon Kinesis - Streaming
Kafka Stream
⚙️ Data Processing
Apache Flink
Apache Spark Stream
AWS Glue - Batch Processing
AWS EMR - Batch Processing
🤖 Model Development
AWS SageMaker
MLflow - (in progress)
Kubeflow - (in progress)
🚀 Model Deployment
Docker
Kubernetes