Artificial Intelligence

Outline for this course

Introduction to Deep Learning and Neural Networks.

Multi-layered Neural Networks.

Artificial Neural Networks and Various Methods.

Deep Learning Libraries.

Keras API.

TFLearn API for TensorFlow.

DNNs (Deep Neural Networks).

CNNs (Convolutional Neural Networks).

RNNs (Recurrent Neural Networks).

GPU in Deep Learning.

Autoencoders and Restricted Boltzmann Machine (RBM).

Deep Learning Applications.


Time Series Analysis.