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Question 1 Prepare the ship data stored in "ship.csv" for future analytics tasks using functions and methods of NumPy and pandas, respectively. (a) Design your own Python program to carry out the following tasks: (i) Read in "ship.csv" as pandas DataFrame called "ship". Since there are 6 observations where MS and Y are "." to indicate that they
SECTION A Sales of Singapore’s food & beverage services were hit hard when the COVID-19 pandemic rages on. According to the Retail Sales Index and Food & Beverage Services Index released by the Singapore Department of Statistics in March 2021, the business fell by 24.7% in January 2021 on a year-on-year basis. As the industry is on a pat
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Question With reference to your current or previous company (the Company) and its operations, perform the following tasks as a Business Continuity Management (BCM) practitioner. Perform an evaluation on Risk Assessment (RA), and Business Impact Analysis (BIA). cta_question_1
Question 1 Given the following data which contain 20 rows and 3 columns: X1, X2, and Y. X1 X2 Y 4 0.2 1.16 6 0.1 0.06 8 0.3 -1.79 4 0.6 1.55 10 0.1 -4.88 1 0.4 1.37 9 0.6 -1.25 5 0.3 -1.1 2 0.5 3.23 7 0.5 -2.71 8 0.1 -0.99 2 0.9 3.23 2 0.8 4.55 8 1 2.7 7 0.9 -1.13 9 0.1 -0.88 1 0.2 2.08 4 0.2 1.62 6 0.7 -0
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Assignment Writing for Digital Media An important part of using digital media is mastering how to communicate on it. This assignment serves as an introduction to communicating on one of the most versatile digital media platforms: the blog. First, pick ONE (1) social media network that you are familiar with or interested out of these three: - TikTo
Question 2 Download the real estate dataset from the Kaggle link (a) Perform exploratory data analysis and identify the parameters. (b) Design a linear regressor to predict the price of the house using only TWO (2) parameters. Specify the linear regression equation obtained from learning the dataset. Explain what you infer from observing the li
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Question Using a vulnerable group in Singapore as an example, answer the following questions: 1. Assess the environment that contributes to and perpetuates the groups’ vulnerability. Appraise the issues faced by this group, citing relevant examples. 2. Examine how you would address their challenges, using the 5 principles of strengths’ persp
Question 1 The prices and elasticities for some different types of food are summarised in Table 1. Table 1: Price elasticities of demand for different types of food. (a) Discuss the most possible cause for the difference in price elasticity of demand between milk (type B) and bread. (b) Suppose that a consumer currently spends on average $30 p
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The notion of self, about how a person perceives himself or herself in relation to others, lies at the heart of the counselling process. Our worldviews and personal experiences shape the way we interact with clients or patients. In order to engage with the self of the elderly person, it is therefore important to have an appreciation of our own sens
Question 1 ‘"ASEAN has failed to recognize the Myanmar peoples' desire by siding with the illegitimate and murderous military junta," said Khin Ohmar, the founder and chair of advocacy group Progressive Voice. "The decision of the ASEAN delegation to solely meet with the illegal junta provides legitimacy to the military junta and contributes to
