Learn how to update the bias term with backpropagation.

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# Baeldung Author

## Enes Zvornicanin

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):

### Convolutional Neural Network vs. Regular Neural Network

Filed under Artificial Intelligence, Deep Learning

A comparison between regular neural networks and convolutional neural networks.

### What is Depth in a Convolutional Neural Network?

Filed under Artificial Intelligence, Deep Learning

Understand the term “depth” when it comes to convolutional neural networks.

### How to Use K-Fold Cross-Validation in a Neural Network?

Filed under Artificial Intelligence, Machine Learning

A guide to validating neural networks with K-Fold Cross-Validation.

### Differences Between Bidirectional and Unidirectional LSTM

Filed under Machine Learning

Understand the differences between bidirectional and unidirectional LSTM.

### Relation Between Learning Rate and Batch Size

Filed under Deep Learning, Machine Learning

An overview of the learning rate and batch size neural network hyperparameters

### Word2vec Word Embedding Operations: Add, Concatenate or Average Word Vectors?

Filed under Deep Learning, Machine Learning

An overview of the word2vec algorithm and the logic behind word embeddings.

### Accuracy vs AUC in Machine Learning

Filed under Machine Learning

Learn about two commonly used machine learning metrics, accuracy and AUC.

### When Coherence Score is Good or Bad in Topic Modeling?

Filed under Machine Learning

Learn about Latent Dirichlet Allocation and the coherence score

### How to Calculate the Regularization Parameter in Linear Regression

Filed under Machine Learning

Go over an overview of linear regression, and why we need regularization.