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1. Deg-Breed-classifier-using-CNNsDeg-Breed-classifier-using-CNNsPublic

   In this project, I have bult a pipeline to process real-world, user supplied images. A pipeline that can be used within a web or mobile app. Given an image of a dog, our algorithm will idenity an e…

   Jupyter Notebook 1

2. Generate-Tv-Scripts-using-RNNsGenerate-Tv-Scripts-using-RNNsPublic

   In this project, we generate new Seinfeld TV scripts using RNNs. We use a part of the Seinfeld dataset of scripts from 9 seasons. The Neural Network we have built generates a new ,"fake" TV script,…

   Jupyter Notebook 1

3. Face-Generation-GANFace-Generation-GANPublic

   In this project, we have used generative adversarial network to generate new images of faces. We have defined and trained a DCGAN on a dataset of faces.

   Jupyter Notebook 1

4. Predicting-bike-sharing-demand-neural-networkPredicting-bike-sharing-demand-neural-networkPublic

   In this project, I have built a neural network from scratch to carry out a prediction problem on a real dataset! By building a neural network from the ground up, I had a much better understanding o…

   Jupyter Notebook 2

5. Flower-Species-ClassifierFlower-Species-ClassifierPublic

   A CNN that predicts the flower species of a flower image.

   Jupyter Notebook 1

6. sentiment-analysis-deployment-on-awssentiment-analysis-deployment-on-awsPublic

   Deploying a Pytorch model using Amazon Sagemaker service of AWS and accessing it through open endpoint using Lambda function from AWS.

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