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1. predicting_bike_sharing_data predicting_bike_sharing_data Public

   build a neural network from scratch to carry out a bike sharing prediction problem on a real dataset from the UCI Machine Learning Database.

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2. dog_breed_classifier dog_breed_classifier Public

   build a CNN pipeline to process real-world, user-supplied images. Given an image of a dog, the algorithm will identify an estimate of the canine’s breed.

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3. generate_tv_scripts generate_tv_scripts Public

   Generate Simpsons TV scripts using recurrent neural networks.

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4. generate_faces generate_faces Public

   Use generative adversarial networks to generate new images of faces

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5. traffic_light_classifier traffic_light_classifier Public

   build a classifier for images of traffic lights!

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6. route_planner route_planner Public

   build a route-planning algorithm like the one used in Google Maps to calculate the shortest path between two points on a map.

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