Deep Learning, Regularisation, Optimization Algorithms, Deep Neural Networks, Gradient Descent.
performing. Bias / Variance Consider a dataset which gives us the below plot: What will happen if we fit a straight line to classify the points into different classes? The model will under-fit and have a high bias. On the other hand, if we fit the data perfectly, i.e., all the points are classified