Learn how to update the bias term with backpropagation.
Enes is a data scientist with over three years of experience, currently working as a freelancer for Toptal. Enes has a strong background in mathematics, computer science, and machine learning and is passionate about learning and exploring any area related to machine learning.
Here's what I've written (so far):
A comparison between regular neural networks and convolutional neural networks.
Understand the term “depth” when it comes to convolutional neural networks.
A guide to validating neural networks with K-Fold Cross-Validation.
Understand the differences between bidirectional and unidirectional LSTM.
An overview of the learning rate and batch size neural network hyperparameters
An overview of the word2vec algorithm and the logic behind word embeddings.
Learn about two commonly used machine learning metrics, accuracy and AUC.
Learn about Latent Dirichlet Allocation and the coherence score
Go over an overview of linear regression, and why we need regularization.