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Software Engineering
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Preliminary
Programming Fundamentals
Project 0 - Intro
Software Development Process
Waterfall Vs Agile
Project 1 - Mad Libs
Lab 1 - Hello World
Lab 2 - Hello, name
Lab 3 - Hello, full name
Lab 4 - Split String
Project 2 - Temperature Converter
Lab 1 - Numbers
Lab 2 - Number Operations
Lab 3 - Formatting Numbers
Lab 4 - Conditionals
Project 3 - Guessing Game
Lab 1 - While Loops
Lab 2 - For Loops
Lab 3 - Input Validation
Lab 4 - Random
Project 4 - Dice Roller
Lab 1 - Functions
Lab 2 - Parameters and Arguments
Lab 3 - Try / Except
Project 5 - To Do List
Lab 1 - Lists
Lab 2 - Advanced List Features
Lab 3 - Errors
Project 6 - Shopping List
Lab 1 - Dictionaries
Lab 2 - Lists and Dictionaries
Lab 3 - Data Dictionaries
Project 7 - Tic Tac Toe
Lab 1 - Intro to Connect Four
Lab 2 - IPO Diagram and Screen Design
Lab 3 - Structure Chart and Modular Design
Lab 4 - Starting Development & Basic Gameplay
Lab 5 - Core Game Mechanics
Lab 6 - Win and Draw Conditions
Project 8 - Contacts
Object Oriented Programming
Project 9 - Contacts (OOP)
Lab 1 - Paradigms
Lab 2 - Classes
Lab 3 - Methods
Lab 4 - Contacts Manager
Project 10 - Animal Kingdom
Lab 1 - Generalisation & Inheritance
Lab 2 - Polymorphism
Lab 3 - Zoo Management System
Project 11 - Shapes & Geometry
Project 12 - Inventory System
Lab 1 - Encapsulation Revisited
Lab 2 - The Facade Pattern
Lab 3 - User Interface
Project 13 - Banking System
Project 14 - Library System
Lab 1 - Basic Text IO
Lab 2 - Introduction to JSON
Lab 3 - Library System
Project 15 - D&D Character Creator
Programming Mechatronics
Intro to Mechatronics
Applications
Components
Microbit
Computer Architecture
Microcontrollers vs CPUs
Instruction Sets and Opcodes
Registers and Real-Time Systems
Sensors and Data
Sensor Basics
Compass
Thermostat
Mapping and Clamping
Night Light
Parking Sensors
Actuators and Mechanics
Actuator Basics
Actuator Selection
DC Motors
Servos
Grippers
Pick and Place
Control Systems
Intro to Control Systems
Bang-Bang Control
PID Control
Autonomous Control
Power, Electrical and Wiring
Power Requirements
Electrical and Wiring
HSC
Programming For The Web
Command Line Basics
HTML
Task 1 - Basic Page
Task 2 - Contact Form
HTML Quiz
CSS
Task 1 - Style Basic Page
Task 2 - Style Contact Form
CSS Quiz
Bootstrap
Task 1 - Basic Bootstrap Page
Task 2 - Bootstrap Contact Form
Bootstrap Quiz
Flask
Task 1 - Installation
Task 2 - Routes
Task 3 - Templates
Task 4 - Flask Contact Form
Flask Quiz
SQLite
Task 1 - SQL Basics
Task 2 - SQLite Basics
Task 3 - SQLite and Flask
Task 4 - Object-Relational Mapping
SQLite Quiz
The Internet
Data Transfer
Web Protocols
Dev Tools
Securing the Web
Big Data
Internet Quiz
PWA Assessment Task
Progressive Wep Apps
Project Setup and Planning
Backend Development with Flask
User Interface and Design
Application Features
PWA Features
Secure Software Architecture
Introduction
Unsecure PWA
Vulnerabilities
Cybersecurity Concepts
Case Studies
Benefits
Data Protection
Confidentiality, Integrity, Availability
Minimising Cyber Attacks and Vulnerabilities
Authentication, Authorisation, Accountability
Software Development Steps
Influence of End Users
Security Features Incorporated Into Software
Cryptography and Sandboxing
Testing and Evaluating Security and Resilience
SQL Injection
Cross Site Scripting
Broken Authentication
Cross Site Request Forgery
Design, Develop and Implement Secure Code
Software Automation
Introduction
Labs
Numpy
Matplotlib
Scikit - Linear Regression
Scikit - Logistic Regression
Scikit - KNN
Scikit - Polynomial Regression
Training Models
Supervised Learning
Unsupervised Learning
Semi-Supervised Learning
Reinforcement Learning
Applications of Key ML Algorithms
Decision Trees and Neural Networks
Decision Trees
Neural Networks
Machine Learning Algorithms
Linear Regression
Logistic Regression
K-Nearest Neighbour
Impact of Automation
Software Engineering Project
AI Tools
Software
Syllabus
Exam
Software Engineering
Software Automation
LABS
Lab 1 - Numpy
Lab
2
-
Matplotlib
Lab
3
-
Scikit: Linear Regression
Lab 4 - Scikit: Logistic Regression
Lab 5 - Skikit: KNN
Lab 6 - Scikit: Polynomial Regression
Lab
7
- Scikit:
Neural Network
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