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Unstructured Data Classification MCQ's

1.  Identify the unstructured data from the following.

   View Answer   

   IMAGE



2.  What kind of classification is our case study 'Spam Detection'?

   View Answer   

   BINARY



3.  Which preprocessing technique is used to remove the most commonly used words?

   View Answer   

   STOPWORDS



4.  Cross-validation technique is used to evaluate a classifier by dividing the data set into training set to train the classifier and testing set to test the same.

   View Answer   

   TRUE



Advanced Time Series Analysis MCQ's

1.  An Ideal ACF plot will increase exponentially ?

   View Answer   

   False



2.The Partial Auto Correlation Function is useful in detecting the Order of AR process.

   View Answer   

   True



3.  Non Stationary Time series will have a declining effect ?

   View Answer   

   False




Statistics with Python MCQ's


1.  Which of the following definition is used by default in kurtosis method of scipy.stats module?

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   fisher



2. Which of the following method of scipy.stats module is used to determine inter quartile range a distribution?

   View Answer   

   iqr



3. Which of the following equations represent inter-quartile range (IQR)?

   View Answer   

   Q3 - Q1



4. Which of the following expressions, correctly calculate variance of a sample, x, derived from a population?

   View Answer   

   np.var(x, ddof=1)



5. What is the output of the following expression?

   View Answer   

   from scipy import stats print(stats.mode([8, 9, 8, 7, 9, 6, 7, 6])) ModeResult(mode=array([6]), count=array([2]))



Structured Data MCQ's

1.  Identify the structured data from the following

   View Answer   

   Data from mySQL DB and Excel



2. What kind of classification is our case study 'Churn Analysis'?

   View Answer   

   Binary



3. Which command is used to identify the unique values of a column?

   View Answer   

   unique()



4. Which preprocessing technique is used to make the data gaussian with zero mean and unit variance?

   View Answer   

   Standardization



5. True Negative is when the predicted instance and the actual is positive.

   View Answer   

   False



Blockchain MCQ's

1.  Blockchain which is popularly known as ‘for the people, by the people and of the people” is ___________.

   View Answer   

   public



2. Bitcoin network would make it impossible to bypass the traditional financial intermediaries.

   View Answer   

   False



3. The three concepts used to explain the foundation of blockchain are __________________.

   View Answer   

   business n/w,digital assets,ledger



4. Private Blockchain is a de-centralized type of Blockchain?

   View Answer   

   False



5. The value of coins ( litecoin, bitcoin) is same at a particular time.

   View Answer   

   False



Data visualization MCQ's

 1.What needs to be considered first before you start a data visualization presentation?

Ans:- Data

2.Data Visualization makes complex data more

Ans:-Understandable

3.How does visualization of big data help in interpreting information?

Ans:-clear

4.What is the purpose of using a dashboard for data visualization?

Ans:-comm

Problem -2

 Problem Statement:

Arpasland has surrounded by attackers. A truck enters the city. The driver claims the load is food and medicine from Iranians. Ali is one of the soldiers in Arpasland. He doubts about the truck, maybe it's from the siege. He knows that a tag is valid if the sum of every two consecutive digits of it is even and its letter is not a vowel. Determine if the tag of the truck is valid or not.

We consider the letters "A","E","I","O","U","Y" to be vowels for this problem.

Problem - 1

 Problem Statement:

You are required to enter a word that consists of  and  that denote the number of Zs and Os respectively. The input word is considered similar to word zoo if .

Determine if the entered word is similar to word zoo.

For example, words such as zzoooo and zzzoooooo are similar to word zoo but not the words such as zzooo and zzzooooo.

SageMaker - Amazon ML MCQ's

1.  Asynchronous Predictions are possible in SageMaker through _________________.

   View Answer   

   BatchTranform



2. Training Data for SageMaker models is ___________________.

   View Answer   

   Stored in S3



3. Which of the following algorithms is best suited for detecting malicious server activity?

   View Answer   

   IP



4. Hyperparameters are _______________________.

   View Answer   

   Model-specific parameters which are preset before training



Aptitude Questions - 1

1. The average weight of 8 person's increases by 2.5 kg when a new person comes in place of one of them weighing 65 kg. What might be the weight of the new person?

   View Answer   

   85kg



2. The difference between a two-digit number and the number obtained by interchanging the digits is 36. What is the difference between the sum and the difference of the digits of the number if the ratio between the digits of the number is 1 : 2 ?

   View Answer   

   8



3. Three candidates contested an election and received 1136, 7636 and 11628 votes respectively. What percentage of the total votes did the winning candidate get?

   View Answer   

   57%



4. In a certain store, the profit is 320% of the cost. If the cost increases by 25% but the selling price remains constant, approximately what percentage of the selling price is the profit?

   View Answer   

   70%