Structuring Machine Learning

Structuring Machine Learning

Structuring Machine Learning ProjectsMuch of this content has never been taught elsewhere, and is drawn from Dr. Andrew Ng’s experience building and shipping many deep learning products. This course also has two “flight simulators” that let you practice decision-making as a machine learning project leader. This provides “industry experience” that you might otherwise get only after years of ML work experience.

After this course weeks, you will:

  • Understand how to diagnose errors in a machine learning system, and
  • Be able to prioritize the most promising directions for reducing error
  • Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance
  • Know how to apply end-to-end learning, transfer learning, and multi-task learning

This is the third course in the Deep Learning Specialization.

Structuring Machine Learning Certificate

Structuring Machine Learning
deeplearning.ai
License

Sept 2018