PILL #2 - Inductive Biases

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PMDS Podcast

Polimi Data Scientists

12 episodes

5 hours ago

Hi everyone! We are the Data Science association of the Polytechnic University of Milan. In these series of episodes we are going to interview guests from academia and industry to talk about data science !

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PILL #2 - Inductive Biases

PMDS Podcast

13 minutes 47 seconds

2 years ago

PILL #2 - Inductive Biases

Welcome to a new episode of "PMDS Pillz" by Polimi Data Scientists!

In this second pill, Federico and Francesco take us on a brief tour around the concept of inductive biases, to discuss some insights about the role of problem knowledge in the design of a Machine Learning solution. We will see how some simple assumptions in the context translate into practical decisions that can greatly boost performance!

Mastering this concept gives us another precious key to open the black box of ML algorithms, you can't miss it!

'Till next time, enjoy!

Original soundtrack by Ania Limonta