Federated Learning

Wikipedia definition "Federated learning (also known as collaborative learning) is a machine learning technique that trains an algorithm across multiple decentralized edge devices or servers holding local data samples, without exchanging them."

Prerequisite*

• Familiarity of TensorFlow framework
  • TensorFlow Tutorial (refer the beginner's section).
• Basic understanding of neural networks and their layers
  • Significane of various layers in neural networks.
  • Neural Network implemntation on fashion MNIST.

Workshop Materials

• PPT (google slides)
• Colab
• Workshop meeting link

*Don't worry, just breeze through the suggested material.