BigDataFr recommends: Some Deep Learning with Python, TensorFlow and Keras
[…] The following problems are taken from a few assignments from the coursera courses Introduction to Deep Learning (by Higher School of Economics) and Neural Networks and Deep Learning (by Prof Andrew Ng, deeplearning.ai). The problem descriptions are taken straightaway from the assignments.
1. Linear models, Optimization
In this assignment a linear classifier will be implemented and it will be trained using stochastic gradient descent with numpy.
To make things more intuitive, let’s solve a 2D classification problem with synthetic data. […]