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League of Legends Machine Learning with OCI - Introduction to Neural Networks

About This Workshop

Youtube Video

About This Workshop
Neural Networks are becoming increasingly popular in the AI/ML space, and people who don’t know anything about Neural Networks often get scared about the terminology used by industry practitioners. In reality, it’s much easier to get started with a NN than what you would think. In this Hands-On Lab, we’re going to introduce concepts from NNs, applied to a specific problem in the Gaming industry (related to one of the most popular videogames, League of Legends, with over 3 million daily players), and see what tools we have available to get started with Neural Networks in OCI in an practical way.

Workshop Info

1 hour, 30 minutes
  • Introduction
  • Get Started
  • Lab 1: Infrastructure
  • Lab 2: Understand Neural Networks
  • Lab 3: Build a Neural Network with fastai
  • 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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