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Udacity DeepLearning Nanodegree

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Project: Predicting Bike-Sharing Patterns

In this project, build and train your mlp Neural Network from scratch to predict the number of bikeshare users on a given day.

Project: Dog-Breed Classifier

In this project, build a pipeline to process real-world, user-supplied images. Given an image of a dog, your algorithm will identify an estimate of the canine’s breed.
Developed one model from scratch and another using transfer learning.

Project: Generate TV Scripts

Generate a TV script by defining and training a recurrent neural network. Generate the text and having prime word to one of the following to start the prediction:

  1. "jerry"
  2. "elaine"
  3. "george"
  4. "kramer"

Project: Generate Faces

Define two adversarial networks, a generator and discriminator, and train them until you can generate realistic faces.

Project: Deploying a Sentiment Analysis Model

In this project, build and deploy a neural network which predicts the sentiment of a user-provided movie review. In addition, you will create a simple web app that uses your deployed model.

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