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###### MA3317AUCO-Programming and Text Analytics with R

MA331 Coursework (80 marks) Osama Mahmoud and Joseph Bailey 22/02/2021 Description of the report (70 marks) Your report should present sentiment analyses ( you will study them in weeks 8 and 9 ) of di ...

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University of Essex

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Spring

### Questions:

#### 1.

A survey of holiday accommodation in New Zealand shows that in Auckland, excluding caravan parks and camping grounds, 40% were full (i.e. had no vacancies). A random sample of 25 holiday accommodation facilities (of the same capacity) in Auckland is selected at random. Assume the probability that a particular holiday accommodation facility is full is 0.40.

• What is the probability that at most 10 of these are full?
• What is the probability that no more than 15 of these are full?
• What is the probability that less than one quarter of them are full? Demonstrate your understanding in the answers.

### 2.

Another approach to estimate in Equation (3) is to use Classical Gradient Descent.

• Write down a step-by-step procedure of Classical Gradient Descent to estimate in Equa-tion
• Write an R code to implement the Classical Gradient Descent procedure provided in Ques-tion 4
• Discuss the results obtained from Question 4(b)and compare it with that obtained from Question 3

### MA5832 Data Mining and Machine Learning

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Tellus molestie nunc non blandit massa enim nec dui. Tellus molestie nunc non blandit massa enim nec dui. Ac tortor vitae purus faucibus ornare suspendisse sed nisi. Pharetra et ultrices neque ornare aenean euismod. Pretium viverra suspendisse potenti nullam ac tortor vitae. Morbi quis commodo odio aenean sed. At consectetur lorem donec massa sapien faucibus et. Nisi quis eleifend quam adipiscing vitae proin sagittis nisl rhoncus. Duis at tellus at urna condimentum mattis pellentesque. Vivamus at augue eget arcu dictum varius duis at. Justo donec enim diam vulputate ut. Blandit libero volutpat sed cras ornare arcu. Ac felis donec et odio pellentesque diam volutpat commodo. Convallis a cras semper auctor neque. Tempus iaculis urna id volutpat lacus. Tortor consequat id porta nibh.

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## More MA5832 Data Mining and Machine Learning: Questions & Answers

Q

### STEM2002 Applied Problem Solving with Computers

Questions: Part 1 – More useful R functions We’re going to look at a few extra functions. So open up Rstudio, open up a new script (see screenshot below if you forget how), and save your script somewhere useful, and let’s go. Part 2 – working with data This week, we’re going to wor ...

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### INF80018 Qualitative Research Methods

This assignment is aimed at developing an understanding of the various paradigmatic approaches that could be used to address qualitative research questions. The learning outcomes covered by this task include:Critically evaluate the implications of qualitative paradigms and approaches for research i ...

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Task: Now that you have analyzed your data, you will need to interpret the output that you obtained from your data analysis. Specifically, you need to discuss what the data analysis findings mean in relation to your research questions and hypotheses, and what actions should be taken as a result. F ...

Q

### MA3317AUCO-Programming and Text Analytics with R

MA331 Coursework (80 marks) Osama Mahmoud and Joseph Bailey 22/02/2021 Description of the report (70 marks) Your report should present sentiment analyses ( you will study them in weeks 8 and 9 ) of digital public domain texts from the Project Gutenberg Collection (see details of the datasets belo ...

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