Deep Learning: Deep Learning is an artificial intelligence function that imitates the workings of the human brain in processing data and creating patterns for use in decision making. Deep learning is a subset of machine learning in Artificial Intelligence (AI) that has networks capable of learning unsupervised from data that is unstructured or unlabeled. Deep Learning is the most exciting and powerful branch of Machine Learning.
Deep Learning models can be used for a variety of complex tasks:
Artificial Neural Networks for Regression and Classification
Convolutional Neural Networks for Computer Vision
Recurrent Neural Networks for Time Series Analysis
Self Organizing Maps for Feature Extraction
Deep Boltzmann Machines for Recommendation Systems
AutoEncoders for Recommendation Systems
In this part, you will understand and learn how to implement the following Deep Learning models:
Artificial Neural Networks for a Business Problem
Convolutional Neural Networks for a Computer Vision task