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Module 01 · Welcome to AI Product Manager
Mapping Your First AI Strategy Canvas
You are the new AI Product Manager at 'SwiftLogistics.' Your CEO wants to 'use AI to fix shipping delays' but hasn't provided details. You must use the concepts from the module to evaluate if this is a good AI use case and create a one-page AI Strategy Canvas to present to the Engineering team.
30 minBeginner 3 outcomes 7 steps · 3 checkpoints
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Dataset
delay_logs_sample.csv
20 rows of delivery records to help you determine if the information is high-quality enough to 'train' an AI model (Data-Product Fit).
Includes inconsistent casing in 'weather_condition' and missing values (nulls) to practice identifying the 'Feasibility Gap'.
| delivery_id(integer) | planned_days(integer) | actual_days(integer) | weather_condition(string) | driver_notes(string) |
|---|---|---|---|---|
| 101 | 3 | 5 | Rain | Heavy traffic |
| 102 | 2 | 2 | Clear | |
| 103 | 5 | 8 | Storm | Road closure |
| 104 | 1 | 1 | CLEAR | None |
| 105 | 3 | 4 | null | Delayed |
| 106 | 2 | 3 | Rain | Wet roads |
| 107 | 4 | 4 | Clear | On time |
| 108 | 3 | 7 | Storm | Highway shut |
| 109 | 2 | 2 | clear | None |
| 110 | 5 | 6 | Snow | Delayed |
| 111 | 1 | 2 | Rain | Minor delay |
| 112 | 3 | 3 | Clear | On time |
| 113 | 4 | 9 | Storm | Bridge closed |
| 114 | 2 | 2 | CLEAR | |
| 115 | 3 | 5 | Fog | Low visibility |
| 116 | 2 | 4 | Rain | Delayed |
| 117 | 5 | 5 | Clear | On time |
| 118 | 3 | 3 | null | |
| 119 | 4 | 6 | Snow | Tire chains required |
| 120 | 2 | 2 | Clear | On time |