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This document discusses different network devices including routers, switches, firewalls, servers, and clients. It defines clients as devices that access services from servers, and servers as devices that provide functions and services for clients. It also mentions that firewalls monitor and control network traffic based on configured rules, and can be placed inside or outside a network, with next-generation firewalls having more modern filtering capabilities.
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The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
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