Microsoft Office includes applications like Word, Excel, and PowerPoint. Word is used for creating documents, Excel for spreadsheets and calculations, and PowerPoint for visual presentations. Each application features a ribbon interface and allows for formatting, collaboration, and other common tasks. Excel specifically enables organizing and calculating data in a spreadsheet with formulas and functions.