Advanced level · Module 6: Deep Learning Capstone · Lesson 1 of 5
Capstone Planning and Data
Define the task, users and targets, and prepare data responsibly.
In this lesson you will
- Write a plan with user needs, targets and risks
- Prepare a documented, consented data set
Key concepts
user needsaccuracy, size and latency targetsdata plandata card
The lesson
Choose a task with a clear user and decision. Agree targets: accuracy on field-like data, model size and latency on the target phone.
Plan data with consent, privacy and licence checks, and document it in a data card.
List risks — harmful errors, misuse, bias — and how you will check and limit them.
Step by step
- Write the plan and targets.
- Prepare and document the data.
- Complete the risk list.
- Get the plan approved.
Practice activity
Complete milestone 1: plan and data.
Expected result: An approved plan and a documented data set.
Check your understanding
-
Which three targets must the capstone meet?
Show answer
Accuracy, model size and latency on the target device.
-
What must be checked before using a data set?
Show answer
Consent, privacy and licences.
Taught live by an instructor — online or in person. Free course lessons are for self-study and do not lead to a certificate — see registration options.