Deploy Machine Learning Models as Web App using Flask & Docker on Azure Cloud

0
YouTube
Free Online Course
English
3-4 hours worth of material
selfpaced

Syllabus

1. What are we going to build in this tutorial series | Deploy ML Model using Flask Docker & Azure.
2.Deploy ML on Cloud - Application Demo | Deploy Machine Learning Model using Flask Docker and Azure.
3.Deploy ML on Cloud - Problem Statement | Deploy Machine Learning Model using Flask Web App,Docker.
4.Deploy ML on Cloud - Simple and Multiple Linear Regression Explanation | Deploy ML Flask Docker.
5.Deploy ML on Cloud - Multiple Linear Regression Code Part 1 | Deploy ML Model Flask Docker & Azure.
6.Deploy ML on Cloud - Multiple Linear Regression Python Code Part 2 | Deploy ML Model Flask Docker.
7.Deploy ML on Cloud - Multiple Linear Regression Python Code Part 3 | Deploy ML Model Flask Docker.
8.Deploy ML on Cloud - Flask Sample App Part 1 | Deploy Machine Learning Model Flask Docker Azure.
9.Deploy ML on Cloud - Flask Sample App Part 2 | Deploy Machine Learning Model using Flask Docker.
10.Deploy ML on Cloud - Flask App Machine Learning Prediction Page Part 1 | Deploy ML Model Flask.
11.Deploy ML on Cloud - Flask App Machine Learning Prediction Page Part 2 | Deploy ML Flask Docker.
12.Deploy ML on Cloud - Flask App Machine Learning Prediction Page Part 3 | Deploy ML Model Flask.
13.Deploy ML on Cloud - Flask App Prediction Homepage Part 1 | Deploy ML Model Flask Docker Azure.
14.Deploy ML on Cloud - Flask App Prediction Homepage Part 2 | Deploy ML Model Flask Docker Azure.
15.Deploy ML on Cloud - Flask App Prediction Homepage Part 3 | Deploy ML Model Flask Docker Azure.
16.Deploy ML on Cloud - Flask App Prediction Result Page | Deploy ML Model using Flask Docker Azure.
17.Deploy ML on Cloud - Fix Errors on Flask app | Deploy ML Model using Flask Docker Microsoft Azure.
18.Deploy ML on Cloud - Why Docker as a choice ? | Deploy ML Model Flask Docker Microsoft Azure.
19.Deploy ML on Cloud - A primer on docker | Deploy ML Model Flask Docker Microsoft Azure.
20.Deploy ML on Cloud - How Docker works under the hood ? | Deploy ML Model Flask Docker Azure.
21.Deploy ML on Cloud - Docker Installation | Deploy Machine Learning Model Flask Docker Azure.
22.Deploy ML on Cloud - Build Docker Images | Deploy Machine Learning Model Flask Docker Azure.
23.Deploy ML on Cloud - Run Docker Image | Deploy Machine Learning Model Flask Docker Azure.
24.Deploy ML on Cloud - Create Docker File | Deploy Machine Learning Model Flask Docker Azure.
25.Deploy ML on Cloud - Docker file for Prediction Flask app | Deploy ML Model Flask Docker Azure.
26.Deploy ML on Cloud - Docker file for Flask app | Port Correction | Deploy ML Model Flask Docker.
27.Deploy ML on Cloud - Build Requirements.txt file | Deploy ML Model Flask Docker Microsoft Azure.
28.Deploy ML on Cloud - Build Docker Image for Prediction App | Deploy ML Model Flask Docker Azure.
29.Deploy ML on Cloud - Push Image to Docker Hub | Deploy ML Model Flask Docker Azure Cloud.
30.Deploy Flask App on Azure Explained | Deploy Machine Learning Model Flask Docker Microsoft Azure.

Taught by

The AI University