Federated Learning. Data Generation cover art

Federated Learning. Data Generation

Preview

Get 30 days of Standard free

£5.99/mo after trial. Cancel monthly.
Try for £0.00
More purchase options

Federated Learning. Data Generation

By: Sam Miley
Narrated by: Maha Ameer
Try for £0.00

£5.99 a month after 30 days. Cancel anytime.

Buy Now for £9.29

Buy Now for £9.29

Artificial intelligence depends on data. But what happens when useful data cannot be collected, centralized, or freely shared?

Federated Learning offers a different approach. Instead of bringing all data into one central location, machine learning models can be trained across distributed devices, systems, and organizations while keeping much of the underlying data where it is generated.

At the same time, modern AI increasingly faces another challenge: obtaining enough high-quality data to train reliable models. Data generation—through simulations, augmentation, synthetic datasets, and distributed sources—can help expand what is available without relying entirely on centralized data collection.
Computer Science Machine Theory & Artificial Intelligence
adbl_web_anon_alc_button_suppression_t1
No reviews yet