DS Hw-10

Q: Go through the Google Machine Learning Crash Course (free)

https://developers.google.com/machine-learning/crash-course

And write a paper describing the following exercises:

a.  Explain the stochastic gradient descent algorithm for reducing loss

https://developers.google.com/machine-learning/crash-course/reducing-loss/gradient-descent

b.With the playground exercise explain the relationship between learning rate and convergence

https://developers.google.com/machine-learning/crash-course/reducing-loss/playground-exercise

c.Explain the anatomy of a neural network in your paper

https://developers.google.com/machine-learning/crash-course/introduction-to-neural-networks/anatomy

d.Review playground exercises on neural networks and explain in your paper

https://developers.google.com/machine-learning/crash-course/introduction-to-neural-networks/playground-exercises

Review the course in your paper and explain how it helps in understanding what neural networks are