Use basketball stats to optimize game play with Visual Studio Code inspired by SPACE JAM: A NEW LEGACY 

Introduction

Exercise - Set up your local environment for data science coding

Exercise - Data cleansing part 1 - Find missing values

Exercise - Data cleansing part 2 - Drop columns and rows

Exercise - Data exploration part 1 - Check for outliers

Exercise - Data exploration part 2 - Check the distribution of the data

Exercise - Data exploration part 3 - Discover data that represents more than one population

Exercise - Data manipulation part 1 - Add qualifying player information

Exercise - Data manipulation part 2 - Impute missing values for columns

Exercise - Data manipulation part 3 - Impute missing values by using machine learning

Knowledge check

Summary

Introduction

Exercise - Set up your local environment for data science coding

Exercise - Prepare data by adding row qualifiers

Exercise - Create a machine learning model based on player data

Exercise - Use machine learning and standard deviation to create fictional game data

Exercise - Create a starter web app

Exercise - Use CodeTour to build your web app functionality

Exercise - Write JavaScript code to initialize the web app with data from the machine learning model

Exercise - Add players to the bench in your web app with JavaScript

Exercise - Add PER stats to the web app

Exercise - Add button functionality for player buttons

Exercise - Complete the stat-updating functionality

Exercise - Complete the SPACE JAM: A NEW LEGACY Water Break App

Check your knowledge

Summary

Introduction to Mixed Reality for sports fans

A Mixed Reality experience for sports fans

A brief introduction to the tools of Mixed Reality

A brief comparison of Babylon.js and the Mixed Reality Toolkit

Exercise - Prepare JSON data for Mixed Reality experiences

Knowledge check

Summary of Mixed Reality for sports fans

Introduction to Babylon.js as a sports fan

Mixed Reality frameworks

Set up your development environment

Get started with Babylon.js

Work with built-in meshes and procedural textures

Create a custom XR environment with TypeScript

Create character icons within the XR environment

Make XR image icons interactable by using buttons

Initialize your custom environment in your XR experience

Knowledge check

Summary

Introduction

Set up the Unity project

Configure Unity for Windows Mixed Reality development

Create buttons with Unity cubes and MRTK scripts

Elevate cubes to buttons with MRTK scripts

Create the player stats card

Add UI to the player stats card

Configure button press events

Add players to the scene

Knowledge check

Summary