Testing and Monitoring Machine Learning Model Deployments

Online Course

Udemy
Testing and Monitoring Machine Learning Model Deployments

What is the course about?

Testing and Monitoring Machine Learning Model Deployments
The course Testing and Monitoring Machine Learning Model Deployments is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.

ML testing strategies, shadow deployments, production model monitoring and more

Course description
  • Testing and Monitoring Machine Learning Model Deployments
  • Machine Learning System Unit Testing
  • Machine Learning System Integration Testing
  • Machine Learning System Differential Testing
  • Shadow Deployments (also known as Dark/Decoy launches)
  • Statistical Techniques for Assessing Shadow Deployments
  • Comfortable with Python
  • Familiar with Scikit-Learn, Pandas, Numpy
  • Comfortable with Data Science Fundamentals
  • Can use Git version control
  • Basic knowledge of Docker
  • 8 hours on-demand video
  • 12 articles
  • 2 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Assignments
  • Christopher Samiullah

Prerequisites & Facts

Testing and Monitoring Machine Learning Model Deployments

Course Topic

Data Science, Development, Machine Learning

University, College, Institution

Udemy

Course Skill Level

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Testing and Monitoring Machine Learning Model Deployments

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Udemy
Testing and Monitoring Machine Learning Model Deployments
provided by Udemy

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School: Udemy
Topic: Data Science, Development, Machine Learning