Training a machine learning model is just the startβthe real challenge is deploying it in production. In this Masterclass, learn how to build a production-ready inference pipeline thatβs fast, scalable, and cloud-deployable.
π What Youβll Learn: β What an inference pipeline is & why it matters β Structuring modular, reusable code with error handling & logging β Loading models with joblib, pickle, or ONNX β Running real-time predictions β Converting pipelines into REST APIs with Flask/FastAPI β Deploying seamlessly on AWS, GCP, or Azure
Whether youβre deploying to a web app, API, or batch pipeline, this session bridges the gap between research and real-world applications.
π Boost Your Career in Data Science & AI with Imarticus Learning
PGA in Data Science & Analytics (6 months, 100% job assurance)
EPGP in Data Science & AI (11 months, designed for professionals)
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