ML Pipeline Architecture Design Patterns (With 10 Real-World Examples)
The MLOps Blog
AUGUST 11, 2023
This blog will answer these questions by exploring the following: 1 What is pipeline architecture and design consideration, and what are the advantages of understanding it? 1 Data Ingestion (e.g., Apache Kafka, Amazon Kinesis) 2 Data Preprocessing (e.g., pandas, NumPy) 3 Feature Engineering and Selection (e.g.,
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