/machine-learning-nyc-taxi-model

Use TensorFlow to create a neural network model to forecast taxicab demand in NYC. Tools: Google Cloud, Python, TensorFlow

NYC TAXI DEMEND PREDICTIONS

Use TensorFlow to create a neural network model to forecast taxicab demand in NYC. Tools: Google Cloud, Python, TensorFlow

Details

In this lab, continue the Datalab notebook from previous lab to create a TensorFlow neural network to predict taxicab demand.

Objective

  • Use TensorFlow to create a neural network model to forecast taxicab demand in NYC

Introduction

  • Build a demand forecast system using machine learning. Use this data to train a TensorFlow neural network that can then predict the demand on days in the future given those features as input.