The number of examples in a batch. For example - the batch size of SGD is 1 - while the batch size of a mini-batch is usually between 10 and 1000. Batch size is usually fixed during training and inference; however - TensorFlow does permit dynamic batch sizes.

🎲 Try a Random Question | Total Questions in Quiz: 194 | 🧠 Study this quiz with Flashcards

This question is part of a full practice quiz:

Google Machine Learning Glossary — practice the complete quiz, review flashcards, or try a random question.

🧠 Flashcards (fast review) 🧪 Practice Quiz ⚔️ Challenge a Friend 🥊 📊 View Stats

1. The number of examples in a batch. For example - the batch size of SGD is 1 - while the batch size of a mini-batch is usually between 10 and 1000. Batch size is usually fixed during training and inference; however - TensorFlow does permit dynamic batch sizes.

Bias (a)intercept or offset from an origin. Bias (also known as the bias term) is referred to as b or w0 in machine learning models. For example - bias is the b in the following formula:
Capping gradient values before applying them. Gradient clipping helps ensure numerical stability and prevents exploding gradients.
A merger of the predictions of multiple models. You can create an ensemble via one or more of the following: different initializations - different hyperparameters - different overall structure - Deep and wide models are a kind of ensemble.
A value indicating how far apart the average of predictions is from the average of labels in the data set.

The number of examples in a batch. For example - the batch size of SGD is 1 - while the batch size of a mini-batch is usually between 10 and 1000. Batch size is usually fixed during training and inference; however - TensorFlow does permit dynamic batch sizes.

❤ If you liked Fatskills, consider supporting us by checking out The Life Manuals You Never Got.

About | Explore | User Guide | Topics | Subjects | Doubt Solver | Career Aptitude Test | Answers | Free Tools | What Should We Know?
Privacy | Terms |

Without work one finishes nothing. - Ralph Waldo Emerson
© 2026 Fatskills.com

All trademarks, logos and brand names are the property of their respective owners. All company, product and service names used in this website are for identification purposes only. Use of these names, trademarks and brands does not imply endorsement.

The number of examples in a batch. For example - the batch size of SGD is 1 - while the batch size of a mini-batch is usually between 10 and 1000. Batch size is usually fixed during training and inference; however - TensorFlow does permit dynamic batch sizes.

❤ If you liked Fatskills, consider supporting us by checking out The Life Manuals You Never Got.

About | Explore | User Guide | Topics | Subjects | Doubt Solver | Career Aptitude Test | Answers | Free Tools | What Should We Know? Privacy | Terms |

Without work one finishes nothing. - Ralph Waldo Emerson© 2026 Fatskills.com

All trademarks, logos and brand names are the property of their respective owners. All company, product and service names used in this website are for identification purposes only. Use of these names, trademarks and brands does not imply endorsement.

About | Explore | User Guide | Topics | Subjects | Doubt Solver | Career Aptitude Test | Answers | Free Tools | What Should We Know?
Privacy | Terms |

Without work one finishes nothing. - Ralph Waldo Emerson
© 2026 Fatskills.com