Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Deploying Machine Learning Models with Flask and Docker

Data Science Dojo via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Learn how to deploy machine learning models into production as a web service in this comprehensive talk. Discover the process of saving and loading models using pickle, serving models with Flask, managing virtual environments with Pipenv, packaging services in Docker, and deploying models to the cloud using AWS Beanstalk. Gain practical insights into the crucial steps that follow model training in Jupyter Notebooks, enabling you to effectively transition from development to production environments. Master the essential techniques for putting your machine learning models into real-world applications and scaling them for broader use.

Syllabus

Deploying Machine Learning Models with Flask and Docker

Taught by

Data Science Dojo

Reviews

Start your review of Deploying Machine Learning Models with Flask and Docker

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.