

Data 200 game day review
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Catalina Medina
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2 Slides • 38 Questions
1
Data 200
Game Day Review
By Catalina Medina
2
Extra credit opportunity
You can earn up to a 3% increase in your final grade. This will be determined by what proportion of questions you answer correctly.
The person with the highest score can replace one of their homework grades with their score from this.
You are not allowed to use any resources, this is to assess your own knowledge!
3
Multiple Choice
What function should I use to edit an existing column in my data frame?
filter()
mutate()
slice()
select()
4
Multiple Choice
Say I am trying to use a function called read_csv().
What is likely the issue if I get an error message saying:
“Error in read_csv() : could not find function ‘read_csv’”.
It doesn't exist
I haven't loaded the necessary package
I gave it the wrong input
I did not close the parentheses
5
Multiple Choice
Which code does not follow tidyverse style guide?
6
Multiple Choice
What function should I use to add a new column to my data frame?
filter()
mutate()
group_by()
select()
7
Multiple Choice
There are three species in the penguins dataset.
What will be the output of this code?
A single number showing the mean flipper length for all penguins.
A plot of average flipper length by species.
A data frame with one row per species and one column
The entire penguins data frame with a new column
8
Multiple Choice
What does one row in a data set represent?
An observation
A variable
A column
A data frame
9
Multiple Choice
What function should I use to drop a column from my dataset?
filter()
mutate()
slice()
select()
10
Multiple Choice
Which plot represents a variable with the lowest mean?
A
B
C
D
11
Multiple Choice
What is an appropriate plot type to visualize the relationship between a categorical and a numeric variable?
single histogram
standardized bar plot
scatter plot
side-by-side boxplots
12
Multiple Choice
For which question could I use linear regression?
Predicting if a credit card transaction is fraudulent or not
Grouping customers based on purchasing habits
Categorizing types of fruits from images
Predicting a person’s annual income
13
Multiple Choice
What was the point of learning GitHub?
To make my life harder
To track changes to files
To install new R packages
To make our code run faster
14
Multiple Choice
What is an appropriate R type for a discrete variable?
factor
date
character
numeric
15
Multiple Choice
What function should I use to drop a row from my dataset?
filter()
mutate()
group_by()
select()
16
Multiple Choice
Which one is an example of unsupervised machine learning?
Regression
Data Cleaning
Clustering
Labeled data
17
Multiple Choice
When building a regression model to predict Y, what are different terms used to describe our Y variable?
Explanatory
Feature
Response
Predictor
18
Multiple Choice
What function should I use if I want my newly joined data frame to only contain all rows and columns present in both of the original data frames?
anti_join()
inner_join()
full_join()
left_join()
19
Multiple Choice
Which code will read in data called `tiny_dogs.csv` from a folder called `my_data`.
20
Multiple Choice
What model could be appropriate to predict a categorical binary response variable?
k-means clustering
linear regression
logistic regression
frequentist hypothesis test for a single proportion
21
Multiple Choice
Which summary statistic can help me learn about the average value of my variable?
standard deviation
variance
interquartile range
median
22
Multiple Choice
Which plot represents a variable with the lowest variance?
A
B
C
D
23
Multiple Choice
The following are a 95% and a 80% confidence interval computed from the same sample.
(0.225, 0.375) and (0.253, 0.347)
Identify which one is the 80% confidence interval.
First one
Second one
Third one
Both
24
Multiple Choice
What is the value of `group` for a Gentoo penguin with a bill depth of 0.2 mm?
Small boi
Big boi
Biggest boi
Unknown
25
Multiple Choice
Which one is an example of supervised machine learning?
Regression
Data Cleaning
Clustering
Unlabeled data
26
Multiple Choice
When building a regression model to predict Y, what are different terms used to describe our X variable?
Explanatory
Response
Target
Outcome
27
Multiple Choice
Which of the following is a responsible use of AI in coding?
Pasting in a homework question to get the answer
To edit data to make my model fit better
To debug or explain code
Copying code from output when I don't understand
28
Multiple Choice
Which variable could this plot represent.
Proportion of Americans with at least $10 in their bank account
Housing prices for Ventura County
Proportion of people that can do a cartwheel
Percent of CSU Channel Islands students over 5 feet tall
29
Multiple Choice
For which question could I use logistic regression?
Predicting if a credit card transaction is fraudulent or not
Predicting sale price of a gaming console
Categorizing types of fruits from images
Predicting a person’s annual income
30
Multiple Choice
How many rows would be produced by `full_join(students, majors)`
3
4
5
7
31
Multiple Choice
What value helps me assess predictive error for linear regression?
Standard deviation
Accuracy
Root Mean Squared Error
Confidence interval
32
Multiple Choice
What value helps me assess predictive error for logistic regression?
Standard deviation
Accuracy
Root Mean Squared Error
Confidence interval
33
Multiple Choice
What model could be appropriate to predict a numeric continuous response variable?
k-means clustering
linear regression
logistic regression
frequentist hypothesis test for a single proportion
34
Multiple Choice
Which summary statistic can help me learn about the spread of my variable?
mean
maximum
interquartile range
median
35
Multiple Choice
Identify the hypotheses to test the following research question:
Do the majority of Americans approve allowing DACA immigrants to become citizens?
Let pi = proportion of Americans that approve.
36
Multiple Choice
What should be the first step after you import a dataset?
Fit a model
Inspect it
Merge with another
Change the csv file
37
Multiple Choice
Which plot represents a variable that is right skewed?
A
B
C
D
38
Multiple Choice
For a penguin with a flipper length of 0.7mm, what would is their value for `long_flippers`
0.8
0.7
TRUE
FALSE
39
Multiple Choice
What is the value of `group` for a Chinstrap penguin with a bill depth of 0.2 mm?
Small boi
Big boi
Biggest boi
No boi
40
Multiple Choice
When is your final project proposal due
Monday, 11/24
Tuesday, 11/25
Wednesday 11/26
Thursday 11/27
Data 200
Game Day Review
By Catalina Medina
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