What you’ll learn
Convolutional Neural Networks with Pytorch
- Learn what is a Convolutional Neural Network
- Learn what is Deep Learning
- You learn what is a Neural Network
- Learn what is a convolution
- Learn parameters required in convolution
- You learn different layers in a convolutional neural network
- Learn the mathematics behind the neural networks
- Learn how to train a neural network
- Y learn how to use the Pytorch framework to build a Convolutional Neural Network model
- Learn how to use Python to build a Deep Learning project
- Learn how to use Jupyter notebook to build a Deep Learning project
- You learn how to create and train a neural network model with Pytorch
- Learn how to analyze a neural network training and measure the performance while training
- Learn how to evaluate a neural network model and get metrics to analyze general performance
- You learn how to apply changes and exploration analysis in order to improve the neural network mode