Exercises: Module 06 — Neural networks¶

Instructions¶

Complete each exercise in order.

Easy Exercises (1–3)¶

Exercise 1¶

Difficulty: Easy Objective: Foundational practice for this module See the module README for theory before attempting exercises.

Exercise 2¶

Difficulty: Easy Objective: Concept application

Exercise 3¶

Difficulty: Easy Objective: Tool/API familiarity

Medium Exercises (4–6)¶

Exercise 4¶

Difficulty: Medium Objective: Integrated workflow

Exercise 5¶

Difficulty: Medium Objective: Debugging and diagnosis

Exercise 6¶

Difficulty: Medium Objective: Comparative analysis

Hard Exercises (7–8)¶

Exercise 7¶

Difficulty: Hard Objective: Implementation from scratch

Exercise 8¶

Difficulty: Hard Objective: Production-level problem

Expert Exercise (9)¶

Exercise 9¶

Difficulty: Expert Objective: Synthesis across multiple concepts from this module

[!NOTE] This exercise stub will be fully expanded when the module README is written in full.