DeepLearning.AI
Guiding the Scalpel: Researchers trained neural networks to assist brain surgeons' real-time tumor removal decisions.
Neural Networks

Guiding the Scalpel: Researchers trained neural networks to assist brain surgeons' real-time tumor removal decisions.

A neural network helped brain surgeons decide how much healthy tissue to cut out when removing tumors — while the patients were on the operating table.

October 18, 20232 min read
Optimizer Without Hyperparameters: VeLO, the system that eliminates the need for optimizer hyperparameters
Neural Networks

Optimizer Without Hyperparameters: VeLO, the system that eliminates the need for optimizer hyperparameters

During training, a neural network usually updates its weights according to an optimizer that’s tuned using hand-picked hyperparameters. New work eliminates the need for optimizer hyperparameters.

July 19, 20233 min read
Optimizer Without Hyperparameters: VeLO, the system that eliminates the need for optimizer hyperparameters
Neural Networks

Optimizer Without Hyperparameters: VeLO, the system that eliminates the need for optimizer hyperparameters

During training, a neural network usually updates its weights according to an optimizer that’s tuned using hand-picked hyperparameters. New work eliminates the need for optimizer hyperparameters.

July 19, 20233 min read
Neural Networks: Find the Function — A Basic Introduction to Neural Networks
Neural Networks

Neural Networks: Find the Function — A Basic Introduction to Neural Networks

Let’s get this out of the way: A brain is not a cluster of graphics processing units, and if it were, it would run software far more complex than the typical artificial neural network. Yet neural networks were inspired by the brain’s architecture.

May 25, 20223 min read
Neural Networks: Find the Function — A Basic Introduction to Neural Networks
Neural Networks

Neural Networks: Find the Function — A Basic Introduction to Neural Networks

Let’s get this out of the way: A brain is not a cluster of graphics processing units, and if it were, it would run software far more complex than the typical artificial neural network. Yet neural networks were inspired by the brain’s architecture.

May 25, 20223 min read
Logistic Regression: Follow the Curve — A Basic Introduction to Logistic Regression for Machine Learning
Neural Networks

Logistic Regression: Follow the Curve — A Basic Introduction to Logistic Regression for Machine Learning

There was a moment when logistic regression was used to classify just one thing: If you drink a vial of poison, are you likely to be labeled “living” or “deceased”? Times have changed.

May 25, 20222 min read
Logistic Regression: Follow the Curve — A Basic Introduction to Logistic Regression for Machine Learning
Neural Networks

Logistic Regression: Follow the Curve — A Basic Introduction to Logistic Regression for Machine Learning

There was a moment when logistic regression was used to classify just one thing: If you drink a vial of poison, are you likely to be labeled “living” or “deceased”? Times have changed.

May 25, 20222 min read

Subscribe to The Batch

Stay updated with weekly AI News and Insights delivered to your inbox

Choose Your Plan

Planning for more users?
Learn More