Malaria Parasite Detection Using an SVM
Recently I read the excellent tutorial Deep Learning and Medical Image Analysis with Keras by Dr. Adrian Rosebrock’s. Adrian’s tutorial shows how to use a pr...
Machine Learning
CIFAR-10 Classifier Using CNN in PyTorch
In this notebook we will use PyTorch to construct a convolutional neural network. We will then train the CNN on the CIFAR-10 data set to be able to classify ...
Tensors and Gradients in PyTorch
In this notebook we will learn what tensors are, why they are used and how to create and manipulate them in PyTorch.
MNIST Using Keras and Convolutional Neural Networks
In a previous notebook, MNIST Using Keras, we built a fully-connected (dense) shallow neural network (one hidden layer with 512 nodes) to classify images of ...
MNIST Using Keras
In this notebook, we will build a simple two-layer feed-forward neural network model using Keras, running on top of TensorFlow. We then train the sequential ...
Concrete Compressive Strength Regression Model Using Keras
In this notebook, we will build a simple three-layer feed-forward neural network model using Keras, running on top of TensorFlow. The sequential model will b...
Evaluating Binary Classifier Performance
What are Binary Classifiers?
Resources to Learn Machine Learning
Here you will find a curated list of quality educational resources available online for free, to help you learn machine learning.