Recurrent Neural Networks (RNN)
Introduction to Recurrent Neural Networks Sequence Learning Regular Neural Network
Auto Encoders (AE)
Introduction to Auto Encoders Why learn identity function? Properties of
Convolutional Neural Networks (CNN)
Image representation ConvNets or CNN Convolution Layer Padding How do
Artificial Neural Networks (ANN)
What is a Neuron What are Activation Functions How does
Python Advanced
Numpy Arrays Plotting using Matplotlib Pandas Dataframes Introduction to Keras
Python Basics
Python syntax Basic data types Basic data structures
Jupyter Notebook Introduction
Working with Jupyter notebooks Markdown and Code blocks Keyboard shortcuts
Deep Learning Introduction
Introduction to DL problems DL terminologies DL project workflow DL
