Learn to create and deploy a predictive model for LEGO set piece counts using Docker in this 27-minute screencast. Explore data analysis, model building, and containerization techniques as you work with #TidyTuesday LEGO set data. Follow along step-by-step to construct a model, generate a Dockerfile, build and run the Docker image, and see a live demonstration of the deployed solution. Gain practical insights into combining data science and DevOps practices for efficient model deployment.
Overview
Syllabus
Introduction
Data
Building the model
Deploying the model
Generating a Docker file
Building the Docker file
Running the Docker file
Demo
Taught by
Julia Silge
