Federated Learning
Federated Learning Using PyTorch
4.50 (102 reviews)
271
students
8 hours
content
May 2021
last update
$199.99
regular price
What you will learn
Introduction to Deep Learning and Neural Networks
Introduction to Federated Learning
Build Neural Networks from scratch using PyTorch
Load your datasets in IID, non-IID, and non-IID unbalanced settings
Introduction to PySyft
Federated Learning techniques (FedAvg, FedSGD, FedProx, FedDANE)
Build your custom optimizer using PyTorch
Introduction to Differential Privacy
Implement FedAvg using Differential Privacy
Federated Learning on cloud
Implement FedAvg on cloud
Related Topics
3889690
udemy ID
3/4/2021
course created date
4/3/2021
course indexed date
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