Artificial Neural Network Framework
This framework is designed for artificial neural network creation and use. The used structure is multi-layer perceptrons (MLP) where each neuron computes either a sigmoid function or the hyperbolic tangent. Each layer contains a bias neuron which always outputs the value "1" The weight update is performed with the gradient descent backpropagation algorithm A neural network with multi-layer perceptron is a graph structure where each node in an hidden layer is connected to every node in the following layer.
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Creation and Management of AWS VPC and Subnets with IPv6 Support
Create and configure AWS VPCs and subnets with full IPv6 support for modern, scalable, and future-ready networking.
Cost optimization by replacing IPv4 with IPv6 and configuring DNS for it
Plan and configure IPv6 addressing and DNS so you can reduce IPv4 usage and related costs.
Analysing your AWS bill and suggesting ways to reduce costs
Deep analysis of your AWS bill with a detailed list of cost saving recommendations.
Management of Shared Storage Using AWS EFS
Setting up and managing a shared disk/folder using AWS EFS so multiple servers can access the same data at the same time


