AI & Machine Learning in Excel 1

What's inside

AI & Machine Learning in Excel 1: 11 courses, 220 hands-on lessons, with a full solutions appendix.

Learn by doing. Every lesson starts with a clear goal and a short explanation, shows the worksheet cell by cell, and gives you tasks to solve on your own computer in Excel, LibreOffice Calc or Google Sheets. When you are done, check your formulas against the solutions and hints in the appendix and correct your sheet.

• 11 complete courses, 220 lessons, 220 exam questions with answers
• Worksheets with row and column labels – easy to type in
• Tasks with exact solutions and hints in the appendix
• All figures are fictional practice data

Every course is also available as an interactive course on tabellab.com, where each cell is checked instantly.

Courses in this book

• Machine Learning in Excel: How Models Really Work
• Neural Networks by Hand in Excel
• Recommendation Systems & Text Analytics in Excel
• AI for Business: ROI, Token Costs & Automation Savings
• Evaluating AI & Search: Ranking and LLM Evaluation Metrics
• LLM Cost & Token Economics: Pricing AI Features
• Reinforcement Learning by Hand: Bandits, Q-Learning & Value Iteration
• Computer Vision Metrics: IoU, Precision-Recall & mAP by Hand
• AI Fairness & Bias Metrics: Parity, Equal Opportunity & Calibration by Group
• Anomaly Detection Basics: Z-Scores, IQR, Seasonality & Alert Precision
• Machine Learning Forecasting: Lag Features, Train/Test Splits & Error Metrics

Details

Format	PDF, US Letter (8.5 × 11 in)
Language	English
Pages	590
Series	The Tabellab Workbook, volume 1
Author	Babala Özdemir
Delivery	Instant download after payment