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.