How do I use machine learning concept compared to traditional If-ElseHelp

Hi

Football match event

I've created football game chart based on time and unique events that happened throughout the match such as shots on target, off target, corners, etc.

I would like to teach my model how to interpret this data and use any machine learning plugin or concept to automatically train it to use similar rule or insight and apply to other past matches.

I come from Python web programming background, anyone kind to point me to the direction I can research or read on? Do I have to put this time related data into tabular form in Panda before applying and machine learning concept?

Machine Learning keyword to get started on building a model

To the A.I. gurus here,

I would like to find a keyword to help me get started to build a true machine learning model that can learn after I train it with my insight on a football match and A.I. will use this knowledge to analyze other past games

I'm from a Python developer background, so far all my rules that I build are If-Else statements and I'm wondering if there are existing concept or plugin that can help me simplify this rule based coding

Appreciate all help, thank you

Do you have inplay odds together with this match data?

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