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The Big Nine's Artificial Intelligence systems by Google, Microsoft, Amazon, Facebook, IBM, Apple, Baidu, Alibaba, and Tencent are increasingly accessing our real-world data to build products that show commercial value. List down the risks that involved in implementing of such a system which can learn from human interaction, emotions, and behavior. Identify the goals that these companies want to achieve from the implementation of Al technologies? What is the acceptable level of evolution of A.I. at which people will be willing to compromise for data collection?


What are dummy variables? What is their importance in regressing analysis?


Explain Cochrane-Orcut transformation so that no autocorrelation is present?


What do you understand by Heteroskedasticity? What are the approaches for remedial measures of Heteroskedasticity?

Discuss nature of Multi-collinearity. What are the remedial measures to alleviate problem of Multi-collinearity?


Explain the underlying ideas behind the logit model. Explain on what grounds logit model is an improvement over linear probability model?


Apart from story-telling, in a grade of your choice, indicate how you would demonstrate your experience as a senior teacher in Economics and management sciences at Mutendwahothe high school. How you will use any four teaching and learning methods to train and develop entrepreneurs in the school? Which of the four methods do you regard as the best? Choose one and substantiate on your arguement.
Suppose a flea market is arranged at your school. You as the Economic and management sciences teacher are responsible for taking a group of grade 7learners through some paces. Discuss your vital role focusing on the merits or demerits of each of the following headings:

1. Before the flea market
2. During the flea market
3. After the flea market

manufactures one product that currently sells for N$280. This product has the following costs:

Variable costs:

 Material costs – 10 square metres at N$11.40 per square metre

 labour costs – 8 hours at N$6.10 per hour plus 12 hours at N$4.50 per hour

 Royalties – N$15 per product

Fixed costs are N$10,600

You are required to calculate the following:

(a) The contribution (per product) towards the fixed costs of Parklands Ltd.

(b) The number of products that would have to be sold to break even.

(6 marks) (5 marks)

(c) The number of products that would have to be sold to earn Parklands Ltd a profit of

N$10,000. (6 marks)

(d) The profit (or loss) earned if the labour costs are reduced by 10% and the business sells 225 products. (7 marks)

(e) If the fixed costs reduced, would the number of products needed to break even, increase

or decrease?


A Poisson distribution with mean of 0.60 is a: a. symmetrical distribution. b. normal distribution. c. negatively skewed distribution (skewed to the left). d. positively skewed distribution (skewed to the right). e. binomial distribution. f. t-distribution.


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