Zero to One: Data Science to MLOps

Video description

Zero to One: Data Science to MLOps in One Hour.
Learn to frame a problem, then convert it into a data science project and present it to stakeholders. Later, move that prediction system to producting using MLOps
Topics include:
* Big Tech Misinformation and what can be done about it using Data Science.
* Doing MLOps with sklearn and Flask by creating Microservices
* Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries
* Putting code into production using the Python MLOps Cookbook found here:

Table of contents

  1. Lesson 1
    1. "From Zero To One Datascience To Mlops"

Product information

  • Title: Zero to One: Data Science to MLOps
  • Author(s): Alfredo Deza, Noah Gift
  • Release date: March 2021
  • Publisher(s): Pragmatic AI Solutions