Deep Learning on Azure with Python: Introduction to Deep Learning
Discover deep learning with Python using Microsoft Cognitive Toolkit, exploring deep learning algorithms and neural networks, to build more sophisticated AI.
Who is the course for?
This machine learning and artificial intelligence course is designed for those who would like to learn more about deep learning. Basic knowledge of python programming would be advantageous, as would solid maths and computer science skills.
What topics will you cover?
An end-to-end model for recognizing hand-written digit images using a multi-class Logistic Regression and MLP (Multi-Layered Perceptron).
CNN (Convolution Neural Network) model for improved digit recognition.
RNN (Recurrent Neural Network) model to forecast time-series data.
LSTM (Long Short Term Memory) model to process sequential text data.