Course2Career

Introduction

Identify your data source and format

Choose how to serve data to machine learning workflows

Design a data ingestion solution

Exercise: Design a data ingestion strategy

Knowledge check

Summary

Introduction

Identify machine learning tasks

Choose a service to train a machine learning model

Decide between compute options

Exercise: Design a model training strategy

Knowledge check

Introduction

Understand how model will be consumed

Decide on real-time or batch deployment

Design a deployment solution

Propose a solution

Introduction

Explore an MLOps architecture

Design for monitoring

Design for retraining

Understand the problem

Knowledge check