Machine Learning Model Deployment 101

Описание: This is a getting started session for model deployment. During the hands-on session, the speaker will cover the following topics:

What is Model Deployment, tools, and technologies
An overview of the problem, objective, data, our target application
Building the ML model
Saving the model
Creating a Flask application
Creating a frontend of the application and integrating it with Flask
Demonstrating how the application is working locally
Deploying the application on Heroku

About Speaker:

Uday Kiran Reddy is a Machine Learning Engineer and loves to solve problems. He learns by sharing and spreading knowledge, which motivated him to start a community - Learn Machine Learning, which has over 250K+ followers across Instagram, Linkedin, and Telegram. In his own words, he emphasizes that he learned a lot from the ML/Data Science community and it is time for him to give back.

You can find his LearningMachineLearning community on:
Instagram:   / learn.machinelearning  
Linkedin:   / learn-machine-learning