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DLND-your-first-network

Your first neural network

Project 1

In this project we had to build a Neural Network from scratch and apply it on a real problem: predict the number of future bike rentals after analyzing a dataset containing information about a period of two years of rentals. The project was written in Python (on a Jupyter Notebook) using the libraries numpy, matplotlib and pandas, running on an Anaconda environment.

Topics covered

  • Regression Models
  • Neural Networks
  • Perceptrons
  • Gradient Descent
  • Backpropagation

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