Deep Learning Nanodegree

What you will learn from this course?

Neural Networks
– Introduction to Neural Networks
– Gradient Descent
– Training Neural Networks
– Sentiment Analysis
– Deep Learning With Pytorch

Convolutional Neural Networks
– Cloud Computing
– Convolutional Neural
– CNNs In PyTorch
– Weight Initialization
– Autoencoders
– Transfer Learning in PyTorch

Recurrent Neural Networks
– What is Recurrent Neural Networks
– Long Short-Term Memory Network
– Implementation of RNN & LSTM
– Hyperparameters
– Embeddings & Word2vec
– Sentiment Prediction RNN

Generative Adversarial Networks
– What is Generative Adversarial Network
– Deep Convolutional GANs
– PIX2PIX & Cyclegan

Updating a Model
– Introduction to Deployment
– Deploy a Model
– Custom Models & Web Hosting
– Model Monitoring
– Updating a Model

Certification : Yes
Time to complete : 8 months
Cost : $399 per month
Course Level : Expert
Language : English