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Ayesha RahmanStudent · Pro Plan

Welcome back, Ayesha 👋

You are on an 18-day streak. Finish Module 7 today to keep it alive!

18 🔥Day streak
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12 🏆Certificates
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Module 7 of 9🐍▶Python for AI
Python for AI & Machine Learning
Next: Neural Networks78%
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Module 5 of 12💻▶Web Development
Full-Stack Web Development Bootcamp
Next: PHP & MySQL Forms46%
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Module 3 of 8🎨▶UI/UX Design
UI/UX Design Masterclass — Figma
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🐍 Python for AI — Module 7 Lessons
2 of 5 completed
Module progress40%
7.1 Neural Networks — The Big Idea
Video · 10:24
7.2 Perceptrons & Layers
Video · 12:05
7.3 Activation Functions
Video · 09:41
7.4 Backpropagation, Step by Step
Video · 14:18
7.5 Mini Project: Build a Neuron
Project · 25 min
📝 Quiz: Neural Networks
⏱ 05:00

4 questions · pass mark 75% · graded instantly in your browser.

1. Which function introduces non-linearity so a network can learn complex patterns?
2. What does backpropagation calculate?
3. Which task is a supervised classification problem?
4. A model that memorises the training data but fails on new data is…
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Upcoming Assignments
Quiz: Neural Networks
Python for AI · 20 questions
Due Fri
Project: Portfolio Site
Web Dev Bootcamp · Submit link
Due Sun
Case Study: Onboarding Flow
UI/UX Masterclass · PDF upload
Due Tue
🏆 Certificates Earned
Python Fundamentals
Verified · ID LRN-2026-1842
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HTML & CSS Essentials
Verified · ID LRN-2026-1617
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Data Visualisation Basics
Verified · ID LRN-2026-1490
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Recent Grades
AssessmentCourseScoreGradeFeedback
Quiz 6 — Regression ModelsPython for AI92/100AExcellent work on regularisation.
Assignment 4 — Responsive LayoutWeb Dev Bootcamp88/100A−Clean code; watch mobile spacing.
Quiz 2 — Design PrinciplesUI/UX Masterclass95/100A+Outstanding grasp of hierarchy.

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