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Overview
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This course provides a functional overview of the four stages of an end-to-end machine learning life cycle: data preparation, model training and tuning, model deployment and monitoring, and inference or model serving.
Syllabus
Video Start
Content intro
Motivation to this video
4 Stages of ML Life cycle
Stage 1: Data Preparation
Stage 2: ML Training and Tuning
Stage 3: Model Deployment and Monitoring
Stage 4: Inference or Model Serving
Monitoring and Re-training
Recap
Credits
Taught by
Prodramp