TensorFlow: Machine Learning without a PhD
You will learn how to build and train a neural network using TensorFlow that recognises handwritten digits. Along the way, as you enhance your neural network to achieve 99% accuracy, you will also discover the tools of the trade that deep learning professionals use to train their models efficiently.
The workshop will including: TensorFlow, Convolutional Neural Networks, Training tips and tricks (incl: overfitting, dropout, learning rate decay...).
Prerequisite attendee experience level: beginner/intermediate
The code is written in Python, clearly annotated and will be explained step by step, some of the ML, maths concepts are more advanced. Our session Machine Learning with TensorFlow also serves as a good introduction to this workshop.