Challenges in Machine Learning from Model Building to Deployment at Scale

Video description

Presented by Anupama Joshi

Companies are moving towards AI/Machine learning very fast. Data scientist are building models and training models. But challenges come when deploying models in production.

How to maintain multiple models? Creating a common platform that allows model management and deployment easily and reliably is becoming a necessity for organizations to accelerate product development.

In this talk, I will talk about the challenges faced and the solutions used to make this process easy.

Product information

  • Title: Challenges in Machine Learning from Model Building to Deployment at Scale
  • Author(s): Data Science Salon
  • Release date: September 2019
  • Publisher(s): Data Science Salon
  • ISBN: None