Introduction In this task, students are required to design and train a neural network capable of classifying handwritten digits using Python and PyTorch. The assignment focuses on a multiclass classification problem, where the model must correctly identify digits from 0 to 9 using the MNIST dataset. Through this exercise, students will strengthen their understanding of neural network components such as layers, activation functions, loss functions, […]
General Instruction All assignments are to be submitted on 27th November 2025 on: Any assignment submission extension request must be addressed to Azra Fatima (Assistant Vice President – Academics) at least 5 days before the submission date, supported with valid documentary evidence. APA 7th Edition referencing guidelines must be followed. Similarity between students’ work is strictly not accepted.Any student found with similar work will receive […]
Purpose of This Assignment The primary purpose of this assignment is to demonstrate your ability to interpret and critically appraise published economic evaluations. At the master’s level, there is a stronger emphasis on research skills both conducting research and critically reading original studies. Through this assignment, you will demonstrate your ability to: Interpret health economics evidence Identify strengths and weaknesses of economic evaluations Reflect on […]
Lab 1: Initial Deployment The company has engaged you as an expert in infrastructure and security to manage the deployment and maintenance of their IT systems. Your responsibilities include overseeing the development and implementation of the company's critical websites and applications, as well as ensuring the smooth operation of the internal collaboration management system, document sharing platform, and other essential IT resources. The overall architecture […]
Scenario You are part of a teaching team in an early childhood setting working with three-to-four-year-old children. Recently, you have been reading and discussing the following books with the children, who have shown a strong interest in Australian animals: Somewhere in Australia by Marcello Pennacchio Wombat Stew by Marcia K. Vaughan An ABC of Australian Animals by Bronwyn Bancroft In response to this interest, the […]
Assignment B Question 1 Strategic leadership and planning in context (Strategic development)• Use your own organisation as a reference and write an analytical essay thatintegrates the following strategic concepts:• Culture and values: Analyse the organisational culture and core values.• Strategy formulation, alternatives and decisions: Discuss how strategy is formulated,explore strategic options and evaluate decision-making processes.• Strategy planning: Explain the strategic planning process and its alignment […]
Task Overview Drawing on contemporary examples, students will argue the extent to which legal and non-legal responses provide just outcomes for family members. Part A Students will complete a Media File based on contemporary issues concerning family law. Issues include: domestic violence the changing nature of parental responsibility recognition of same-sex relationships surrogacy and birth technologies care and protection of children. Part A is a […]
HSO4004 Principles of Care Assessment 1: Case Study and Assessment 2: Reflective Account Sem 1 September 2025-26 This Module Consists Of Two Assessments Module Number: HSO4004 Module Name: Principles of Care Year/Semester: September 2025-26 / Semester 1 HSO4004 Assessment 1: Essay Assessment Number 001 Assessment Type (and weighting) Task 1- Essay (70% weighting for this module) Assessment Name Essay Assessment Submission Date Assessment 001 Submission 12/12/2025 – WEEK […]
44-710366 International Management Competencies L7 Task Brief – Coursework 2025-26 44-710366 Task Brief – Coursework Module Title: International Management Competencies Assessment Title: Portfolio Individual/Group: Individual Weighting: 100% Submission Date: On line individual submission required through submission point and turnitin by 3pm Tuesday 16th December 2025 Include diary entries in an appendix and refer to them. Word Count 4,000 words MODULE AIM This module aims to develop the […]
44-710366 International Management Competencies Level 7 Module Workbook 2025/2026 TABLE OF CONTENTS INTRODUCING THE MODULE MODULE TEAM CONTACT DETAILS MODULE OVERVIEW SCHEDULE OF STUDY READING LIST TASK BRIEF – COURSEWORK ASSESSMENT CRITERIA This module is an integral part of your […]