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League of Legends Machine Learning with OCI - Data Extraction

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About This Workshop

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In this workshop, we'll leverage the power of AI with League of Legends in a unique an innovative way. We'll dive deep into extractable data (accessible through the game's API), how to structure this data, and how to use it to train our own Machine Learning model to generate real-time predictions about any match.

Workshop Length

2 hours

Outline

Introduction
Get Started
Understand and Sign Up for League of Legends
Infrastructure
Optimizer
Create Model
Client

Prerequisites

Some understanding of database terms is helpful
Ideally, it's recommended to read through the technical white papers written beforehand: https://github.com/oracle-devrel/leagueoflegends-optimizer/tree/main/articles
Familiarity with Oracle Cloud Infrastructure (OCI) is helpful
Some understanding of AI/ML is helpful but not required

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