Machine Learning Practitioner – Study Plan and Milestones

Using this page to jot down high level study plan on becoming a professional Machine Learning Practitioner.

# Scope

At a high level, These are the sort of topics I’ll be covering:

  • Artificial Intelligence (AI)
  • Machine Learning (ML)
  • Deep Learning (DL)
  • Data Science (DS)
  • Internet of Thing (IoT)

Milestones

  • Stanford Machine Learning Certification (Coursera course by Andrew Ng). Done – 2017-04-26. Certificate
  • Stanford CS231n – Convolutional Neural Networks for Visual Recognition. Work-in-progress.
  • Neural Networks for Machine Learning (Coursera course by Prof Hinton). Work-in-progress.
  • SciPy-Lectures.org. Work-in-progress.

Additional Resources

See Useful Resources for more details.

Projects

(Pending)

A Scientific Programming Sketchbook