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Eddie from AppSheet presents a tutorial on building a quote proposal app quickly. He highlights a prepopulated spreadsheet with important column headers: customers, hours worked, cost per hour, discount, tax rate, total, and quote accepted. Viewers are encouraged to download the sample data provided in the video's description. There are two ways to begin creating the app: using the AppSheet add-on or visiting appsheet.com to start for free. After logging in, users can create a new app, select their data source (like Google), and choose the quote proposal spreadsheet that AppSheet recognizes.