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Foundations of AI for Retail
Curriculum
1 Section
13 Lessons
30 hours
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Unit 1 — Foundations of AI for Retail
13
1.1
How to Use This Book
20 mins
1.2
Advertising Revolutionized by AI in 2000
20 mins
1.3
Myth 1: Amazon Go (and the Me‐Too’s) Will Eliminate Cashiers Globally
20 mins
1.4
Intelligence
20 mins
1.5
CPUs Compared to GPUs
20 mins
1.6
Linear Regression
20 mins
1.7
Scoring AI
20 mins
1.8
Supervised Learning
20 mins
1.9
Simulators and AI
20 mins
1.10
Stages of the OODA Loop
20 mins
1.11
Hierarchy of Data Accuracy
20 mins
1.12
Non‐Convex Optimization Approach to Solving Retail
20 mins
1.13
Core Inefficiencies in Retail
20 mins
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