Issue Solved #1526 :- Added Podcast Recommendaton System

[PrAyAg9]

Description

With the growth of podcasting over the past few years, it becomes increasingly difficult for users to discover new podcasts they may enjoy. Listeners may have a handful of regular podcasts they listen to and are usually reluctant or hesitant in listening to something new. Unlike with music or movies, users can't listen to the first 10 seconds or scrub through a preview to see if they like a particular podcast. Podcasts are usually long and topics per podcast vary greatly, which adds to the challenge of matching users to podcasts they might enjoy. Additionally, due to the sheer volume of podcasts and podcast episodes, it's near impossible for users to scour through them all to find the podcast they like.

However, we can potentially aggregate metadata about podcasts that a user does like and employ various NLP techniques to recommend new, similar podcasts that they may enjoy.

Fixes #1526

Type of change

• [yes ] Added a new machine learning frameworks, libraries or software.
• Documentation update

Checklist:

• [ yes] My code follows the style guidelines of this project
• [yes ] I have performed a self-review of my own code
• [yes ] I have commented my code, particularly in hard-to-understand areas
• [yes ] I have made corresponding changes to the documentation
• [yes ] My changes generate no new warnings

[github-actions]

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