Tuesday, 25 June 2019

100+ Python challenging programming exercises

   

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Question 1
Level 1

Question:
Write a program which will find all such numbers which are divisible by 7 but are not a multiple of 5,
between 2000 and 3200 (both included).
The numbers obtained should be printed in a comma-separated sequence on a single line.

Hints:
Consider use range(#begin, #end) method

Solution:
l=[]
for i in range(2000, 3201):
    if (i%7==0) and (i%5!=0):
        l.append(str(i))

print ','.join(l)
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Question 2
Level 1

Question:
Write a program which can compute the factorial of a given numbers.
The results should be printed in a comma-separated sequence on a single line.
Suppose the following input is supplied to the program:
8
Then, the output should be:
40320

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
def fact(x):
    if x == 0:
        return 1
    return x * fact(x - 1)

x=int(raw_input())
print fact(x)
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Question 3
Level 1

Question:
With a given integral number n, write a program to generate a dictionary that contains (i, i*i) such that is an integral number between 1 and n (both included). and then the program should print the dictionary.
Suppose the following input is supplied to the program:
8
Then, the output should be:
{1: 1, 2: 4, 3: 9, 4: 16, 5: 25, 6: 36, 7: 49, 8: 64}

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.
Consider use dict()

Solution:
n=int(raw_input())
d=dict()
for i in range(1,n+1):
    d[i]=i*i

print d
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Question 4
Level 1

Question:
Write a program which accepts a sequence of comma-separated numbers from console and generate a list and a tuple which contains every number.
Suppose the following input is supplied to the program:
34,67,55,33,12,98
Then, the output should be:
['34', '67', '55', '33', '12', '98']
('34', '67', '55', '33', '12', '98')

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.
tuple() method can convert list to tuple

Solution:
values=raw_input()
l=values.split(",")
t=tuple(l)
print l
print t
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Question 5
Level 1

Question:
Define a class which has at least two methods:
getString: to get a string from console input
printString: to print the string in upper case.
Also please include simple test function to test the class methods.

Hints:
Use __init__ method to construct some parameters

Solution:
class InputOutString(object):
    def __init__(self):
        self.s = ""

    def getString(self):
        self.s = raw_input()

    def printString(self):
        print self.s.upper()

strObj = InputOutString()
strObj.getString()
strObj.printString()
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Question 6
Level 2

Question:
Write a program that calculates and prints the value according to the given formula:
Q = Square root of [(2 * C * D)/H]
Following are the fixed values of C and H:
C is 50. H is 30.
D is the variable whose values should be input to your program in a comma-separated sequence.
Example
Let us assume the following comma separated input sequence is given to the program:
100,150,180
The output of the program should be:
18,22,24

Hints:
If the output received is in decimal form, it should be rounded off to its nearest value (for example, if the output received is 26.0, it should be printed as 26)
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
#!/usr/bin/env python
import math
c=50
h=30
value = []
items=[x for x in raw_input().split(',')]
for d in items:
    value.append(str(int(round(math.sqrt(2*c*float(d)/h)))))

print ','.join(value)
#----------------------------------------#

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Question 7
Level 2

Question:
Write a program which takes 2 digits, X,Y as input and generates a 2-dimensional array. The element value in the i-th row and j-th column of the array should be i*j.
Note: i=0,1.., X-1; j=0,1,¡­Y-1.
Example
Suppose the following inputs are given to the program:
3,5
Then, the output of the program should be:
[[0, 0, 0, 0, 0], [0, 1, 2, 3, 4], [0, 2, 4, 6, 8]]

Hints:
Note: In case of input data being supplied to the question, it should be assumed to be a console input in a comma-separated form.

Solution:
input_str = raw_input()
dimensions=[int(x) for x in input_str.split(',')]
rowNum=dimensions[0]
colNum=dimensions[1]
multilist = [[0 for col in range(colNum)] for row in range(rowNum)]

for row in range(rowNum):
    for col in range(colNum):
        multilist[row][col]= row*col

print multilist
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Question 8
Level 2

Question:
Write a program that accepts a comma separated sequence of words as input and prints the words in a comma-separated sequence after sorting them alphabetically.
Suppose the following input is supplied to the program:
without,hello,bag,world
Then, the output should be:
bag,hello,without,world

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
items=[x for x in raw_input().split(',')]
items.sort()
print ','.join(items)
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Question 9
Level 2

Question£º
Write a program that accepts sequence of lines as input and prints the lines after making all characters in the sentence capitalized.
Suppose the following input is supplied to the program:
Hello world
Practice makes perfect
Then, the output should be:
HELLO WORLD
PRACTICE MAKES PERFECT

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
lines = []
while True:
    s = raw_input()
    if s:
        lines.append(s.upper())
    else:
        break;

for sentence in lines:
    print sentence
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Question 10
Level 2

Question:
Write a program that accepts a sequence of whitespace separated words as input and prints the words after removing all duplicate words and sorting them alphanumerically.
Suppose the following input is supplied to the program:
hello world and practice makes perfect and hello world again
Then, the output should be:
again and hello makes perfect practice world

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.
We use set container to remove duplicated data automatically and then use sorted() to sort the data.

Solution:
s = raw_input()
words = [word for word in s.split(" ")]
print " ".join(sorted(list(set(words))))
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Question 11
Level 2

Question:
Write a program which accepts a sequence of comma separated 4 digit binary numbers as its input and then check whether they are divisible by 5 or not. The numbers that are divisible by 5 are to be printed in a comma separated sequence.
Example:
0100,0011,1010,1001
Then the output should be:
1010
Notes: Assume the data is input by console.

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
value = []
items=[x for x in raw_input().split(',')]
for p in items:
    intp = int(p, 2)
    if not intp%5:
        value.append(p)

print ','.join(value)
#----------------------------------------#

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Question 12
Level 2

Question:
Write a program, which will find all such numbers between 1000 and 3000 (both included) such that each digit of the number is an even number.
The numbers obtained should be printed in a comma-separated sequence on a single line.

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
values = []
for i in range(1000, 3001):
    s = str(i)
    if (int(s[0])%2==0) and (int(s[1])%2==0) and (int(s[2])%2==0) and (int(s[3])%2==0):
        values.append(s)
print ",".join(values)
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Question 13
Level 2

Question:
Write a program that accepts a sentence and calculate the number of letters and digits.
Suppose the following input is supplied to the program:
hello world! 123
Then, the output should be:
LETTERS 10
DIGITS 3

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
s = raw_input()
d={"DIGITS":0, "LETTERS":0}
for c in s:
    if c.isdigit():
        d["DIGITS"]+=1
    elif c.isalpha():
        d["LETTERS"]+=1
    else:
        pass
print "LETTERS", d["LETTERS"]
print "DIGITS", d["DIGITS"]
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Question 14
Level 2

Question:
Write a program that accepts a sentence and calculate the number of upper case letters and lower case letters.
Suppose the following input is supplied to the program:
Hello world!
Then, the output should be:
UPPER CASE 1
LOWER CASE 9

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
s = raw_input()
d={"UPPER CASE":0, "LOWER CASE":0}
for c in s:
    if c.isupper():
        d["UPPER CASE"]+=1
    elif c.islower():
        d["LOWER CASE"]+=1
    else:
        pass
print "UPPER CASE", d["UPPER CASE"]
print "LOWER CASE", d["LOWER CASE"]
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Question 15
Level 2

Question:
Write a program that computes the value of a+aa+aaa+aaaa with a given digit as the value of a.
Suppose the following input is supplied to the program:
9
Then, the output should be:
11106

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
a = raw_input()
n1 = int( "%s" % a )
n2 = int( "%s%s" % (a,a) )
n3 = int( "%s%s%s" % (a,a,a) )
n4 = int( "%s%s%s%s" % (a,a,a,a) )
print n1+n2+n3+n4
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Question 16
Level 2

Question:
Use a list comprehension to square each odd number in a list. The list is input by a sequence of comma-separated numbers.
Suppose the following input is supplied to the program:
1,2,3,4,5,6,7,8,9
Then, the output should be:
1,3,5,7,9

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
values = raw_input()
numbers = [x for x in values.split(",") if int(x)%2!=0]
print ",".join(numbers)
#----------------------------------------#

Question 17
Level 2

Question:
Write a program that computes the net amount of a bank account based a transaction log from console input. The transaction log format is shown as following:
D 100
W 200

D means deposit while W means withdrawal.
Suppose the following input is supplied to the program:
D 300
D 300
W 200
D 100
Then, the output should be:
500

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
netAmount = 0
while True:
    s = raw_input()
    if not s:
        break
    values = s.split(" ")
    operation = values[0]
    amount = int(values[1])
    if operation=="D":
        netAmount+=amount
    elif operation=="W":
        netAmount-=amount
    else:
        pass
print netAmount
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Question 18
Level 3

Question:
A website requires the users to input username and password to register. Write a program to check the validity of password input by users.
Following are the criteria for checking the password:
1. At least 1 letter between [a-z]
2. At least 1 number between [0-9]
1. At least 1 letter between [A-Z]
3. At least 1 character from [$#@]
4. Minimum length of transaction password: 6
5. Maximum length of transaction password: 12
Your program should accept a sequence of comma separated passwords and will check them according to the above criteria. Passwords that match the criteria are to be printed, each separated by a comma.
Example
If the following passwords are given as input to the program:
ABd1234@1,a F1#,2w3E*,2We3345
Then, the output of the program should be:
ABd1234@1

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solutions:
import re
value = []
items=[x for x in raw_input().split(',')]
for p in items:
    if len(p)<6 or len(p)>12:
        continue
    else:
        pass
    if not re.search("[a-z]",p):
        continue
    elif not re.search("[0-9]",p):
        continue
    elif not re.search("[A-Z]",p):
        continue
    elif not re.search("[$#@]",p):
        continue
    elif re.search("\s",p):
        continue
    else:
        pass
    value.append(p)
print ",".join(value)
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Question 19
Level 3

Question:
You are required to write a program to sort the (name, age, height) tuples by ascending order where name is string, age and height are numbers. The tuples are input by console. The sort criteria is:
1: Sort based on name;
2: Then sort based on age;
3: Then sort by score.
The priority is that name > age > score.
If the following tuples are given as input to the program:
Tom,19,80
John,20,90
Jony,17,91
Jony,17,93
Json,21,85
Then, the output of the program should be:
[('John', '20', '90'), ('Jony', '17', '91'), ('Jony', '17', '93'), ('Json', '21', '85'), ('Tom', '19', '80')]

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.
We use itemgetter to enable multiple sort keys.

Solutions:
from operator import itemgetter, attrgetter

l = []
while True:
    s = raw_input()
    if not s:
        break
    l.append(tuple(s.split(",")))

print sorted(l, key=itemgetter(0,1,2))
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Question 20
Level 3

Question:
Define a class with a generator which can iterate the numbers, which are divisible by 7, between a given range 0 and n.

Hints:
Consider use yield

Solution:
def putNumbers(n):
    i = 0
    while i<n:
        j=i
        i=i+1
        if j%7==0:
            yield j

for i in reverse(100):
    print i
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Question 21
Level 3

Question£º
A robot moves in a plane starting from the original point (0,0). The robot can move toward UP, DOWN, LEFT and RIGHT with a given steps. The trace of robot movement is shown as the following:
UP 5
DOWN 3
LEFT 3
RIGHT 2
¡­
The numbers after the direction are steps. Please write a program to compute the distance from current position after a sequence of movement and original point. If the distance is a float, then just print the nearest integer.
Example:
If the following tuples are given as input to the program:
UP 5
DOWN 3
LEFT 3
RIGHT 2
Then, the output of the program should be:
2

Hints:
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
import math
pos = [0,0]
while True:
    s = raw_input()
    if not s:
        break
    movement = s.split(" ")
    direction = movement[0]
    steps = int(movement[1])
    if direction=="UP":
        pos[0]+=steps
    elif direction=="DOWN":
        pos[0]-=steps
    elif direction=="LEFT":
        pos[1]-=steps
    elif direction=="RIGHT":
        pos[1]+=steps
    else:
        pass

print int(round(math.sqrt(pos[1]**2+pos[0]**2)))
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Question 22
Level 3

Question:
Write a program to compute the frequency of the words from the input. The output should output after sorting the key alphanumerically.
Suppose the following input is supplied to the program:
New to Python or choosing between Python 2 and Python 3? Read Python 2 or Python 3.
Then, the output should be:
2:2
3.:1
3?:1
New:1
Python:5
Read:1
and:1
between:1
choosing:1
or:2
to:1

Hints
In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:
freq = {}   # frequency of words in text
line = raw_input()
for word in line.split():
    freq[word] = freq.get(word,0)+1

words = freq.keys()
words.sort()

for w in words:
    print "%s:%d" % (w,freq[w])
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Question 23
level 1

Question:
    Write a method which can calculate square value of number

Hints:
    Using the ** operator

Solution:
def square(num):
    return num ** 2

print square(2)
print square(3)
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Question 24
Level 1

Question:
    Python has many built-in functions, and if you do not know how to use it, you can read document online or find some books. But Python has a built-in document function for every built-in functions.
    Please write a program to print some Python built-in functions documents, such as abs(), int(), raw_input()
    And add document for your own function
   
Hints:
    The built-in document method is __doc__

Solution:
print abs.__doc__
print int.__doc__
print raw_input.__doc__

def square(num):
    '''Return the square value of the input number.
   
    The input number must be integer.
    '''
    return num ** 2

print square(2)
print square.__doc__
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Question 25
Level 1

Question:
    Define a class, which have a class parameter and have a same instance parameter.

Hints:
    Define a instance parameter, need add it in __init__ method
    You can init a object with construct parameter or set the value later

Solution:
class Person:
    # Define the class parameter "name"
    name = "Person"
   
    def __init__(self, name = None):
        # self.name is the instance parameter
        self.name = name

jeffrey = Person("Jeffrey")
print "%s name is %s" % (Person.name, jeffrey.name)

nico = Person()
nico.name = "Nico"
print "%s name is %s" % (Person.name, nico.name)
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Question: 26
Define a function which can compute the sum of two numbers.

Hints:
Define a function with two numbers as arguments. You can compute the sum in the function and return the value.

Solution
def SumFunction(number1, number2):
return number1+number2

print SumFunction(1,2)

#----------------------------------------#
Question: 27
Define a function that can convert a integer into a string and print it in console.

Hints:

Use str() to convert a number to string.

Solution
def printValue(n):
print str(n)

printValue(3)


#----------------------------------------#
Question:28
Define a function that can convert a integer into a string and print it in console.

Hints:

Use str() to convert a number to string.

Solution
def printValue(n):
print str(n)

printValue(3)

#----------------------------------------#
2.10

Question:29
Define a function that can receive two integral numbers in string form and compute their sum and then print it in console.

Hints:

Use int() to convert a string to integer.

Solution
def printValue(s1,s2):
print int(s1)+int(s2)

printValue("3","4") #7


#----------------------------------------#
2.10


Question:30
Define a function that can accept two strings as input and concatenate them and then print it in console.

Hints:

Use + to concatenate the strings

Solution
def printValue(s1,s2):
print s1+s2

printValue("3","4") #34

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2.10


Question:31
Define a function that can accept two strings as input and print the string with maximum length in console. If two strings have the same length, then the function should print al l strings line by line.

Hints:

Use len() function to get the length of a string

Solution
def printValue(s1,s2):
len1 = len(s1)
len2 = len(s2)
if len1>len2:
print s1
elif len2>len1:
print s2
else:
print s1
print s2


printValue("one","three")



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2.10

Question:32
Define a function that can accept an integer number as input and print the "It is an even number" if the number is even, otherwise print "It is an odd number".

Hints:

Use % operator to check if a number is even or odd.

Solution
def checkValue(n):
if n%2 == 0:
print "It is an even number"
else:
print "It is an odd number"


checkValue(7)


#----------------------------------------#
2.10

Question: 33
Define a function which can print a dictionary where the keys are numbers between 1 and 3 (both included) and the values are square of keys.

Hints:

Use dict[key]=value pattern to put entry into a dictionary.
Use ** operator to get power of a number.

Solution
def printDict():
d=dict()
d[1]=1
d[2]=2**2
d[3]=3**2
print d


printDict()





#----------------------------------------#
2.10

Question:34
Define a function which can print a dictionary where the keys are numbers between 1 and 20 (both included) and the values are square of keys.

Hints:

Use dict[key]=value pattern to put entry into a dictionary.
Use ** operator to get power of a number.
Use range() for loops.

Solution
def printDict():
d=dict()
for i in range(1,21):
d[i]=i**2
print d


printDict()


#----------------------------------------#
2.10

Question:35
Define a function which can generate a dictionary where the keys are numbers between 1 and 20 (both included) and the values are square of keys. The function should just print the values only.

Hints:

Use dict[key]=value pattern to put entry into a dictionary.
Use ** operator to get power of a number.
Use range() for loops.
Use keys() to iterate keys in the dictionary. Also we can use item() to get key/value pairs.

Solution
def printDict():
d=dict()
for i in range(1,21):
d[i]=i**2
for (k,v) in d.items():
print v


printDict()

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2.10

Question:36
Define a function which can generate a dictionary where the keys are numbers between 1 and 20 (both included) and the values are square of keys. The function should just print the keys only.

Hints:

Use dict[key]=value pattern to put entry into a dictionary.
Use ** operator to get power of a number.
Use range() for loops.
Use keys() to iterate keys in the dictionary. Also we can use item() to get key/value pairs.

Solution
def printDict():
d=dict()
for i in range(1,21):
d[i]=i**2
for k in d.keys():
print k


printDict()


#----------------------------------------#
2.10

Question:37
Define a function which can generate and print a list where the values are square of numbers between 1 and 20 (both included).

Hints:

Use ** operator to get power of a number.
Use range() for loops.
Use list.append() to add values into a list.

Solution
def printList():
li=list()
for i in range(1,21):
li.append(i**2)
print li


printList()

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2.10

Question:38
Define a function which can generate a list where the values are square of numbers between 1 and 20 (both included). Then the function needs to print the first 5 elements in the list.

Hints:

Use ** operator to get power of a number.
Use range() for loops.
Use list.append() to add values into a list.
Use [n1:n2] to slice a list

Solution
def printList():
li=list()
for i in range(1,21):
li.append(i**2)
print li[:5]


printList()


#----------------------------------------#
2.10

Question:39
Define a function which can generate a list where the values are square of numbers between 1 and 20 (both included). Then the function needs to print the last 5 elements in the list.

Hints:

Use ** operator to get power of a number.
Use range() for loops.
Use list.append() to add values into a list.
Use [n1:n2] to slice a list

Solution
def printList():
li=list()
for i in range(1,21):
li.append(i**2)
print li[-5:]


printList()


#----------------------------------------#
2.10

Question:40
Define a function which can generate a list where the values are square of numbers between 1 and 20 (both included). Then the function needs to print all values except the first 5 elements in the list.

Hints:

Use ** operator to get power of a number.
Use range() for loops.
Use list.append() to add values into a list.
Use [n1:n2] to slice a list

Solution
def printList():
li=list()
for i in range(1,21):
li.append(i**2)
print li[5:]


printList()


#----------------------------------------#
2.10

Question:41
Define a function which can generate and print a tuple where the value are square of numbers between 1 and 20 (both included).

Hints:

Use ** operator to get power of a number.
Use range() for loops.
Use list.append() to add values into a list.
Use tuple() to get a tuple from a list.

Solution
def printTuple():
li=list()
for i in range(1,21):
li.append(i**2)
print tuple(li)

printTuple()



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2.10

Question:42
With a given tuple (1,2,3,4,5,6,7,8,9,10), write a program to print the first half values in one line and the last half values in one line.

Hints:

Use [n1:n2] notation to get a slice from a tuple.

Solution
tp=(1,2,3,4,5,6,7,8,9,10)
tp1=tp[:5]
tp2=tp[5:]
print tp1
print tp2


#----------------------------------------#
2.10

Question:43
Write a program to generate and print another tuple whose values are even numbers in the given tuple (1,2,3,4,5,6,7,8,9,10).

Hints:

Use "for" to iterate the tuple
Use tuple() to generate a tuple from a list.

Solution
tp=(1,2,3,4,5,6,7,8,9,10)
li=list()
for i in tp:
if tp[i]%2==0:
li.append(tp[i])

tp2=tuple(li)
print tp2



#----------------------------------------#
2.14

Question:44
Write a program which accepts a string as input to print "Yes" if the string is "yes" or "YES" or "Yes", otherwise print "No".

Hints:

Use if statement to judge condition.

Solution
s= raw_input()
if s=="yes" or s=="YES" or s=="Yes":
    print "Yes"
else:
    print "No"



#----------------------------------------#
3.4

Question:45
Write a program which can filter even numbers in a list by using filter function. The list is: [1,2,3,4,5,6,7,8,9,10].

Hints:

Use filter() to filter some elements in a list.
Use lambda to define anonymous functions.

Solution
li = [1,2,3,4,5,6,7,8,9,10]
evenNumbers = filter(lambda x: x%2==0, li)
print evenNumbers


#----------------------------------------#
3.4

Question:46
Write a program which can map() to make a list whose elements are square of elements in [1,2,3,4,5,6,7,8,9,10].

Hints:

Use map() to generate a list.
Use lambda to define anonymous functions.

Solution
li = [1,2,3,4,5,6,7,8,9,10]
squaredNumbers = map(lambda x: x**2, li)
print squaredNumbers

#----------------------------------------#
3.5

Question:47
Write a program which can map() and filter() to make a list whose elements are square of even number in [1,2,3,4,5,6,7,8,9,10].

Hints:

Use map() to generate a list.
Use filter() to filter elements of a list.
Use lambda to define anonymous functions.

Solution
li = [1,2,3,4,5,6,7,8,9,10]
evenNumbers = map(lambda x: x**2, filter(lambda x: x%2==0, li))
print evenNumbers




#----------------------------------------#
3.5

Question:48
Write a program which can filter() to make a list whose elements are even number between 1 and 20 (both included).

Hints:

Use filter() to filter elements of a list.
Use lambda to define anonymous functions.

Solution
evenNumbers = filter(lambda x: x%2==0, range(1,21))
print evenNumbers


#----------------------------------------#
3.5

Question:49
Write a program which can map() to make a list whose elements are square of numbers between 1 and 20 (both included).

Hints:

Use map() to generate a list.
Use lambda to define anonymous functions.

Solution
squaredNumbers = map(lambda x: x**2, range(1,21))
print squaredNumbers




#----------------------------------------#
7.2

Question:50
Define a class named American which has a static method called printNationality.

Hints:

Use @staticmethod decorator to define class static method.

Solution
class American(object):
    @staticmethod
    def printNationality():
        print "America"

anAmerican = American()
anAmerican.printNationality()
American.printNationality()




#----------------------------------------#

7.2

Question:51
Define a class named American and its subclass NewYorker.

Hints:

Use class Subclass(ParentClass) to define a subclass.

Solution:

class American(object):
    pass

class NewYorker(American):
    pass

anAmerican = American()
aNewYorker = NewYorker()
print anAmerican
print aNewYorker




#----------------------------------------#


7.2

Question:52
Define a class named Circle which can be constructed by a radius. The Circle class has a method which can compute the area.

Hints:

Use def methodName(self) to define a method.

Solution:

class Circle(object):
    def __init__(self, r):
        self.radius = r

    def area(self):
        return self.radius**2*3.14

aCircle = Circle(2)
print aCircle.area()






#----------------------------------------#

53

Define a class named Rectangle which can be constructed by a length and width. The Rectangle class has a method which can compute the area.

Hints:

Use def methodName(self) to define a method.

Solution:

class Rectangle(object):
    def __init__(self, l, w):
        self.length = l
        self.width  = w

    def area(self):
        return self.length*self.width

aRectangle = Rectangle(2,10)
print aRectangle.area()




#----------------------------------------#

54

Define a class named Shape and its subclass Square. The Square class has an init function which takes a length as argument. Both classes have a area function which can print the area of the shape where Shape's area is 0 by default.

Hints:

To override a method in super class, we can define a method with the same name in the super class.

Solution:

class Shape(object):
    def __init__(self):
        pass

    def area(self):
        return 0

class Square(Shape):
    def __init__(self, l):
        Shape.__init__(self)
        self.length = l

    def area(self):
        return self.length*self.length

aSquare= Square(3)
print aSquare.area()








#----------------------------------------#
Question: 55

Please raise a RuntimeError exception.

Hints:

Use raise() to raise an exception.

Solution:

raise RuntimeError('something wrong')



#----------------------------------------#
Question: 56
Write a function to compute 5/0 and use try/except to catch the exceptions.

Hints:

Use try/except to catch exceptions.

Solution:

def throws():
    return 5/0

try:
    throws()
except ZeroDivisionError:
    print "division by zero!"
except Exception, err:
    print 'Caught an exception'
finally:
    print 'In finally block for cleanup'


#----------------------------------------#
Question: 57
Define a custom exception class which takes a string message as attribute.

Hints:

To define a custom exception, we need to define a class inherited from Exception.

Solution:

class MyError(Exception):
    """My own exception class

    Attributes:
        msg  -- explanation of the error
    """

    def __init__(self, msg):
        self.msg = msg

error = MyError("something wrong")

#----------------------------------------#
Question:58

Assuming that we have some email addresses in the "username@companyname.com" format, please write program to print the user name of a given email address. Both user names and company names are composed of letters only.

Example:
If the following email address is given as input to the program:

john@google.com

Then, the output of the program should be:

john

In case of input data being supplied to the question, it should be assumed to be a console input.

Hints:

Use \w to match letters.

Solution:
import re
emailAddress = raw_input()
pat2 = "(\w+)@((\w+\.)+(com))"
r2 = re.match(pat2,emailAddress)
print r2.group(1)


#----------------------------------------#
Question:59

Assuming that we have some email addresses in the "username@companyname.com" format, please write program to print the company name of a given email address. Both user names and company names are composed of letters only.

Example:
If the following email address is given as input to the program:

john@google.com

Then, the output of the program should be:

google

In case of input data being supplied to the question, it should be assumed to be a console input.

Hints:

Use \w to match letters.

Solution:
import re
emailAddress = raw_input()
pat2 = "(\w+)@(\w+)\.(com)"
r2 = re.match(pat2,emailAddress)
print r2.group(2)




#----------------------------------------#
Question:60

Write a program which accepts a sequence of words separated by whitespace as input to print the words composed of digits only.

Example:
If the following words is given as input to the program:

2 cats and 3 dogs.

Then, the output of the program should be:

['2', '3']

In case of input data being supplied to the question, it should be assumed to be a console input.

Hints:

Use re.findall() to find all substring using regex.

Solution:
import re
s = raw_input()
print re.findall("\d+",s)


#----------------------------------------#
Question:61


Print a unicode string "hello world".

Hints:

Use u'strings' format to define unicode string.

Solution:

unicodeString = u"hello world!"
print unicodeString

#----------------------------------------#
62.
Write a program to read an ASCII string and to convert it to a unicode string encoded by utf-8.

Hints:

Use unicode() function to convert.

Solution:

s = raw_input()
u = unicode( s ,"utf-8")
print u

#----------------------------------------#
Question:63

Write a special comment to indicate a Python source code file is in unicode.

Hints:

Solution:

# -*- coding: utf-8 -*-

#----------------------------------------#
Question:64

Write a program to compute 1/2+2/3+3/4+...+n/n+1 with a given n input by console (n>0).

Example:
If the following n is given as input to the program:

5

Then, the output of the program should be:

3.55

In case of input data being supplied to the question, it should be assumed to be a console input.

Hints:
Use float() to convert an integer to a float

Solution:

n=int(raw_input())
sum=0.0
for i in range(1,n+1):
    sum += float(float(i)/(i+1))
print sum


#----------------------------------------#
Question:65

Write a program to compute:

f(n)=f(n-1)+100 when n>0
and f(0)=1

with a given n input by console (n>0).

Example:
If the following n is given as input to the program:

5

Then, the output of the program should be:

500

In case of input data being supplied to the question, it should be assumed to be a console input.

Hints:
We can define recursive function in Python.

Solution:

def f(n):
    if n==0:
        return 0
    else:
        return f(n-1)+100

n=int(raw_input())
print f(n)

#----------------------------------------#

Question:66


The Fibonacci Sequence is computed based on the following formula:


f(n)=0 if n=0
f(n)=1 if n=1
f(n)=f(n-1)+f(n-2) if n>1

Please write a program to compute the value of f(n) with a given n input by console.

Example:
If the following n is given as input to the program:

7

Then, the output of the program should be:

13

In case of input data being supplied to the question, it should be assumed to be a console input.

Hints:
We can define recursive function in Python.


Solution:

def f(n):
    if n == 0: return 0
    elif n == 1: return 1
    else: return f(n-1)+f(n-2)

n=int(raw_input())
print f(n)


#----------------------------------------#

#----------------------------------------#

Question:67

The Fibonacci Sequence is computed based on the following formula:


f(n)=0 if n=0
f(n)=1 if n=1
f(n)=f(n-1)+f(n-2) if n>1

Please write a program using list comprehension to print the Fibonacci Sequence in comma separated form with a given n input by console.

Example:
If the following n is given as input to the program:

7

Then, the output of the program should be:

0,1,1,2,3,5,8,13


Hints:
We can define recursive function in Python.
Use list comprehension to generate a list from an existing list.
Use string.join() to join a list of strings.

In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:

def f(n):
    if n == 0: return 0
    elif n == 1: return 1
    else: return f(n-1)+f(n-2)

n=int(raw_input())
values = [str(f(x)) for x in range(0, n+1)]
print ",".join(values)


#----------------------------------------#

Question:68

Please write a program using generator to print the even numbers between 0 and n in comma separated form while n is input by console.

Example:
If the following n is given as input to the program:

10

Then, the output of the program should be:

0,2,4,6,8,10

Hints:
Use yield to produce the next value in generator.

In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:

def EvenGenerator(n):
    i=0
    while i<=n:
        if i%2==0:
            yield i
        i+=1


n=int(raw_input())
values = []
for i in EvenGenerator(n):
    values.append(str(i))

print ",".join(values)


#----------------------------------------#

Question:69

Please write a program using generator to print the numbers which can be divisible by 5 and 7 between 0 and n in comma separated form while n is input by console.

Example:
If the following n is given as input to the program:

100

Then, the output of the program should be:

0,35,70

Hints:
Use yield to produce the next value in generator.

In case of input data being supplied to the question, it should be assumed to be a console input.

Solution:

def NumGenerator(n):
    for i in range(n+1):
        if i%5==0 and i%7==0:
            yield i

n=int(raw_input())
values = []
for i in NumGenerator(n):
    values.append(str(i))

print ",".join(values)


#----------------------------------------#

Question:70


Please write assert statements to verify that every number in the list [2,4,6,8] is even.



Hints:
Use "assert expression" to make assertion.


Solution:

li = [2,4,6,8]
for i in li:
    assert i%2==0


#----------------------------------------#
Question:71

Please write a program which accepts basic mathematic expression from console and print the evaluation result.

Example:
If the following string is given as input to the program:

35+3

Then, the output of the program should be:

38

Hints:
Use eval() to evaluate an expression.


Solution:

expression = raw_input()
print eval(expression)


#----------------------------------------#
Question:72

Please write a binary search function which searches an item in a sorted list. The function should return the index of element to be searched in the list.


Hints:
Use if/elif to deal with conditions.


Solution:

import math
def bin_search(li, element):
    bottom = 0
    top = len(li)-1
    index = -1
    while top>=bottom and index==-1:
        mid = int(math.floor((top+bottom)/2.0))
        if li[mid]==element:
            index = mid
        elif li[mid]>element:
            top = mid-1
        else:
            bottom = mid+1

    return index

li=[2,5,7,9,11,17,222]
print bin_search(li,11)
print bin_search(li,12)




#----------------------------------------#
Question:73

Please write a binary search function which searches an item in a sorted list. The function should return the index of element to be searched in the list.


Hints:
Use if/elif to deal with conditions.


Solution:

import math
def bin_search(li, element):
    bottom = 0
    top = len(li)-1
    index = -1
    while top>=bottom and index==-1:
        mid = int(math.floor((top+bottom)/2.0))
        if li[mid]==element:
            index = mid
        elif li[mid]>element:
            top = mid-1
        else:
            bottom = mid+1

    return index

li=[2,5,7,9,11,17,222]
print bin_search(li,11)
print bin_search(li,12)




#----------------------------------------#
Question:74

Please generate a random float where the value is between 10 and 100 using Python math module.



Hints:
Use random.random() to generate a random float in [0,1].


Solution:

import random
print random.random()*100

#----------------------------------------#
Question:75

Please generate a random float where the value is between 5 and 95 using Python math module.



Hints:
Use random.random() to generate a random float in [0,1].


Solution:

import random
print random.random()*100-5


#----------------------------------------#
Question:76

Please write a program to output a random even number between 0 and 10 inclusive using random module and list comprehension.



Hints:
Use random.choice() to a random element from a list.


Solution:

import random
print random.choice([i for i in range(11) if i%2==0])


#----------------------------------------#
Question:77

Please write a program to output a random number, which is divisible by 5 and 7, between 0 and 10 inclusive using random module and list comprehension.



Hints:
Use random.choice() to a random element from a list.


Solution:

import random
print random.choice([i for i in range(201) if i%5==0 and i%7==0])



#----------------------------------------#

Question:78

Please write a program to generate a list with 5 random numbers between 100 and 200 inclusive.



Hints:
Use random.sample() to generate a list of random values.


Solution:

import random
print random.sample(range(100), 5)

#----------------------------------------#
Question:79

Please write a program to randomly generate a list with 5 even numbers between 100 and 200 inclusive.



Hints:
Use random.sample() to generate a list of random values.


Solution:

import random
print random.sample([i for i in range(100,201) if i%2==0], 5)


#----------------------------------------#
Question:80

Please write a program to randomly generate a list with 5 numbers, which are divisible by 5 and 7 , between 1 and 1000 inclusive.



Hints:
Use random.sample() to generate a list of random values.


Solution:

import random
print random.sample([i for i in range(1,1001) if i%5==0 and i%7==0], 5)

#----------------------------------------#

Question:81

Please write a program to randomly print a integer number between 7 and 15 inclusive.



Hints:
Use random.randrange() to a random integer in a given range.


Solution:

import random
print random.randrange(7,16)

#----------------------------------------#

Question:82

Please write a program to compress and decompress the string "hello world!hello world!hello world!hello world!".



Hints:
Use zlib.compress() and zlib.decompress() to compress and decompress a string.


Solution:

import zlib
s = 'hello world!hello world!hello world!hello world!'
t = zlib.compress(s)
print t
print zlib.decompress(t)

#----------------------------------------#
Question:83

Please write a program to print the running time of execution of "1+1" for 100 times.



Hints:
Use timeit() function to measure the running time.

Solution:

from timeit import Timer
t = Timer("for i in range(100):1+1")
print t.timeit()

#----------------------------------------#
Question:84

Please write a program to shuffle and print the list [3,6,7,8].



Hints:
Use shuffle() function to shuffle a list.

Solution:

from random import shuffle
li = [3,6,7,8]
shuffle(li)
print li

#----------------------------------------#
Question:85

Please write a program to shuffle and print the list [3,6,7,8].



Hints:
Use shuffle() function to shuffle a list.

Solution:

from random import shuffle
li = [3,6,7,8]
shuffle(li)
print li



#----------------------------------------#
Question:86

Please write a program to generate all sentences where subject is in ["I", "You"] and verb is in ["Play", "Love"] and the object is in ["Hockey","Football"].

Hints:
Use list[index] notation to get a element from a list.

Solution:

subjects=["I", "You"]
verbs=["Play", "Love"]
objects=["Hockey","Football"]
for i in range(len(subjects)):
    for j in range(len(verbs)):
        for k in range(len(objects)):
            sentence = "%s %s %s." % (subjects[i], verbs[j], objects[k])
            print sentence


#----------------------------------------#
87:

Please write a program to print the list after removing delete even numbers in [5,6,77,45,22,12,24].

Hints:
Use list comprehension to delete a bunch of element from a list.

Solution:

li = [5,6,77,45,22,12,24]
li = [x for x in li if x%2!=0]
print li

#----------------------------------------#
Question:88

By using list comprehension, please write a program to print the list after removing delete numbers which are divisible by 5 and 7 in [12,24,35,70,88,120,155].

Hints:
Use list comprehension to delete a bunch of element from a list.

Solution:

li = [12,24,35,70,88,120,155]
li = [x for x in li if x%5!=0 and x%7!=0]
print li


#----------------------------------------#
Question:89

By using list comprehension, please write a program to print the list after removing the 0th, 2nd, 4th,6th numbers in [12,24,35,70,88,120,155].

Hints:
Use list comprehension to delete a bunch of element from a list.
Use enumerate() to get (index, value) tuple.

Solution:

li = [12,24,35,70,88,120,155]
li = [x for (i,x) in enumerate(li) if i%2!=0]
print li

#----------------------------------------#

Question:90

By using list comprehension, please write a program generate a 3*5*8 3D array whose each element is 0.

Hints:
Use list comprehension to make an array.

Solution:

array = [[ [0 for col in range(8)] for col in range(5)] for row in range(3)]
print array

#----------------------------------------#
Question:91

By using list comprehension, please write a program to print the list after removing the 0th,4th,5th numbers in [12,24,35,70,88,120,155].

Hints:
Use list comprehension to delete a bunch of element from a list.
Use enumerate() to get (index, value) tuple.

Solution:

li = [12,24,35,70,88,120,155]
li = [x for (i,x) in enumerate(li) if i not in (0,4,5)]
print li



#----------------------------------------#

Question:92

By using list comprehension, please write a program to print the list after removing the value 24 in [12,24,35,24,88,120,155].

Hints:
Use list's remove method to delete a value.

Solution:

li = [12,24,35,24,88,120,155]
li = [x for x in li if x!=24]
print li


#----------------------------------------#
Question:93

With two given lists [1,3,6,78,35,55] and [12,24,35,24,88,120,155], write a program to make a list whose elements are intersection of the above given lists.

Hints:
Use set() and "&=" to do set intersection operation.

Solution:

set1=set([1,3,6,78,35,55])
set2=set([12,24,35,24,88,120,155])
set1 &= set2
li=list(set1)
print li

#----------------------------------------#
94

With a given list [12,24,35,24,88,120,155,88,120,155], write a program to print this list after removing all duplicate values with original order reserved.

Hints:
Use set() to store a number of values without duplicate.

Solution:

def removeDuplicate( li ):
    newli=[]
    seen = set()
    for item in li:
        if item not in seen:
            seen.add( item )
            newli.append(item)

    return newli

li=[12,24,35,24,88,120,155,88,120,155]
print removeDuplicate(li)


#----------------------------------------#
Question:95

Define a class Person and its two child classes: Male and Female. All classes have a method "getGender" which can print "Male" for Male class and "Female" for Female class.

Hints:
Use Subclass(Parentclass) to define a child class.

Solution:

class Person(object):
    def getGender( self ):
        return "Unknown"

class Male( Person ):
    def getGender( self ):
        return "Male"

class Female( Person ):
    def getGender( self ):
        return "Female"

aMale = Male()
aFemale= Female()
print aMale.getGender()
print aFemale.getGender()



#----------------------------------------#
Question:96

Please write a program which count and print the numbers of each character in a string input by console.

Example:
If the following string is given as input to the program:

abcdefgabc

Then, the output of the program should be:

a,2
c,2
b,2
e,1
d,1
g,1
f,1

Hints:
Use dict to store key/value pairs.
Use dict.get() method to lookup a key with default value.

Solution:

dic = {}
s=raw_input()
for s in s:
    dic[s] = dic.get(s,0)+1
print '\n'.join(['%s,%s' % (k, v) for k, v in dic.items()])

#----------------------------------------#

Question:97

Please write a program which accepts a string from console and print it in reverse order.

Example:
If the following string is given as input to the program:

rise to vote sir

Then, the output of the program should be:

ris etov ot esir

Hints:
Use list[::-1] to iterate a list in a reverse order.

Solution:

s=raw_input()
s = s[::-1]
print s

#----------------------------------------#

Question:98

Please write a program which accepts a string from console and print the characters that have even indexes.

Example:
If the following string is given as input to the program:

H1e2l3l4o5w6o7r8l9d

Then, the output of the program should be:

Helloworld

Hints:
Use list[::2] to iterate a list by step 2.

Solution:

s=raw_input()
s = s[::2]
print s
#----------------------------------------#


Question:99

Please write a program which prints all permutations of [1,2,3]


Hints:
Use itertools.permutations() to get permutations of list.

Solution:

import itertools
print list(itertools.permutations([1,2,3]))

#----------------------------------------#
Question:100

Write a program to solve a classic ancient Chinese puzzle:
We count 35 heads and 94 legs among the chickens and rabbits in a farm. How many rabbits and how many chickens do we have?

Hint:
Use for loop to iterate all possible solutions.

Solution:

def solve(numheads,numlegs):
    ns='No solutions!'
    for i in range(numheads+1):
        j=numheads-i
        if 2*i+4*j==numlegs:
            return i,j
    return ns,ns

numheads=35
numlegs=94
solutions=solve(numheads,numlegs)
print solutions

#----------------------------------------#

Thursday, 20 June 2019

Python interview questions for data science and machine learning

Numpy Interview Questions and Answers:

What is numpy arrays and it’s benefits?
What is difference between numpy arrays and traditional arrays ?
How can you calculate a computational time for a python program ?
How can you generate random variables in numpy ?
How can you generate random variables with distributions  in numpy ?
Pandas interview questions and answers:
What is pandas ? What is use of it ?
How to import csv files using pandas ?
What is series ?
What is Dataframe ?
What is Panel  ?
How can you fill missing or null values using pandas ?
How can you fill duplicate values using pandas ?
How to use pandas for time series data ?
How to plot graphs using pandas ?
Scikitlearn interview questions and answers:
What is scikit-learn ? What is the use of it  ?
How to do anomaly detection using scikitlearn ?
How would you import a decision tree classifier in sklearn?
How would you import a random forest classifier in sklearn?
How to clustering using scikit learn  library function ?
What is regression metrics in scikit learn ?
What is classification metrics in scikit learn ?
What is clustering metrics in scikit learn ?
How can you do Feature selection using scikit learn ?
What is One hot encoding ?
What is label encoding ?
How can you fill missing values using scikit learn ?
What is Minmax scaler in scikit learn and advantages of it ?
How can you do Dimensional reduction using scikit learn ?
How can you do feature engineering for text ?
How can you do cross validation using scikit learn ?
Matplotlib interview questions and answers:
What is matplotlib ? What is use of it ?
How to EDA using Matplotlib  ?
How many types of graphs are available in matplotlib ?
How to plot 3d graphs using matplotlib ?
What is use box plot graph ?

Python interview questions for experienced professionals

What are major differences between Django, Pyramid and Flask.?
Which is composition in python ?
What are python iterators ?
What is difference between iterable and iterator ?
What are python generators ?
What are closures in python ?
What are decorators in python ?
What Is the use of Globals() function In Python?
What is help() function in python ?
What is dir() function in python ?
What is the use of zip() method in python ?
What is regular expression library in python ?
Can you find regular expression code to find all email ids from the string. ?
How to remove punctuation’s from a string ?
How to find duplicates values from the data using python?
How can you convert a number to string ?
How to do web scraping using python ?
What is use of urllib() module in python ?
How to take input values from user in python ?
What is Coroutine in Python ?
When to use yield instead of return in Python?
What are *args and **kwargs in Python ?
What are Inplace Operators in Python ?
What is the difference between Inplace vs Standard Operators in Python ?
How to generate random number using python ?
You can generate random number by using range
What is difference between range() and xrange() functions in python ?
If you want to write code that will run on both Python 2 and Python 3, use range() as the xrange funtion is deprecated in Python 3. range() is faster if iterating over the same sequence multiple times. xrange() has to reconstruct the integer object every time, but range() will have real integer objects.
What is OS module in python ?
What is Copy module ?
What is difference between Deep vs Shallow copy ?
What is Import module in python ?
What Reload module in python ?
What Collection module in python ?
What is DeQue in python ?
What is NamedTuple in python ?
What is Heap in pyton ?
What is Enum module in python ?
What is Theano in Python ?
What are math functions in python ? How to call them ?
What are statistics functions in python ? how to call them ?
How to do get and post requests in python ?
What is timit function in python ? how it’s useful ?
What is Packing and unpacking arguments in python ?
how you can minimize the Memcached server outages in your Python Development?
What is Dogpile effect? How can you prevent this effect?
What is Generator Expression In Python ? What is the syntax ?
What are conditional expression in python  ? What is the syntax ?
How does Ternary Operator works in python ?
What does self keyword do in python ?
What are Best frameworks for Python  ?

Python Interview Questions and Answers for Freshers


What is Python ?
It’s an interpreted, object-oriented, high-level programming language used to develop web applications, desktop applications, games and datascience and machine learning projects.
Who is the founder of python ?
a) Guido van Rossum
What is the latest version of python ?
a) The current latest  python version is Python 3.7.0.
In which python programming language released ?
a) 1991
Is Python Supports for Web Programming ?
a) Yes with Django, Pyramid, Bottle, Tornado, Flask, web2py framework
Is Python Supports for GUI Programming ?
a) Yes with tkInter, PyGObject, PyQt, PySide, Kivy, wxPython libraries.
Is Python Supports for Data science and machine learning ?
a) Yes
What are datasciene and machine learning libraries in python ?  
a) Numpy, SciPy, Pandas, IPython, Scikit learn libraries
What are deeplearning libraries in python?
Tensorflow, Keras, Pytorch etc
What PEP 8 : Coding Style in Python ?
PEP 8, sometimes spelled PEP8 or PEP-8, is a document that provides guidelines and best practices on how to write Python code. It was written in 2001 by Guido van Rossum, Barry Warsaw, and Nick Coghlan. The primary focus of PEP 8 is to improve the readability and consistency of Python code.
PEP stands for Python Enhancement Proposal, and there are several of them. A PEP is a document that describes new features proposed for Python and documents aspects of Python, like design and style, for the community.
How can you do debugging in python ?
We can do by using inbuilt module pdb. The module pdb defines an interactive source code debugger for Python programs.
What are the tools available in python to find bugs ?
You can use Pychecker to find bugs in program.
What are major differences between from python 2 and python 3?
Print Syntax, Libraries, etc. Fore more information refer
What are built in data types in python ?
  • Integers
  • Floating-Point
  • Numbers
  • Complex Numbers
  • Strings
What is the maximum possible value for an integer in python ?
There is no definite value of integer in python 3. It depends on memory size.
Output:
What is global and local variables in python ?
Global variable – we can access anywhere in the program.
Local variable – we can access inside a function.
How to swap variable using python ?

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x=10
y=30
temp = x
x = y
y = temp
print(x)
print(y)
Output:
What is difference between a += b is not always a = a + b in python ?
What is private variable in python ?
Refer this article for more information
What are membership operators in python ?
“in” and “not in” – Refer this article for more information
What is function in python?
How many types of functions in python ?
How to declare a function in python ?
What is the use of split function in python ?
you can use split() function to split the string by comma or space etc.
Here is the example:

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str="Hello How are you "
s=str.split(" ")
print(s[0])
print(s[1])
print(s[2])
print(s[3])
How are arguments passed by value or by reference?
In python, Objects passed as arguments to functions are passed by reference; they are not being copied around. Thus, passing a large list as an argument does not involve copying all its members to a new location in memory. Note that even integers are objects. However, the distinction of by value and by reference present in some other programming languages often serves to distinguish whether the passed arguments can be actually changed by the called function and whether the calling function can see the changes. Passed objects of mutable types such as lists and dictionaries can be changed by the called function and the changes are visible to the calling function. Passed objects of immutable types such as integers and strings cannot be changed by the called function; the calling function can be certain that the called function will not change them
What Is A Function Call Or A Callable Object In Python?
A callable object is an object that can accept some arguments (also calledparameters) and possibly return an object (often a tuple containing multipleobjects). A function is the simplest callable object in Python, but there are others, such as classes or certain class instances.
What is the use of return keyword in python ?
A return statement ends the execution of the function call and “returns” the result, i.e. the value of the expression following the return keyword, to the caller. If the return statement is without an expression, the special value None is returned. If there is no return statement in the function code, the function ends, when the control flow reaches the end of the function body and the value “None” will be returned.
What is Break keyword in python ?
Break is used to terminate the current execution at next statement. It can be used  in for and while loops
What is difference between break and continue in python ?
Break keyword breads the current execution but the ‘continue’ keyword used to ‘continue’ the execution with out break.
What is use of pass in python?
It is used to just pass the loop
What is enumerate() function in python ?
What is Class and Object ?
What Are Errors And Exceptions In Python Programs?
How can you handle errors in python ?
How can you handle exceptions in python ?
What is pickling and unpickling in python ?
What is namespace in python?
What is lambda in python ?
What is unitest in python ?
What is docstring in python ?
What is module and package in python ?
What is List In python ?
How to add values to list ?
How to update values from the list ?
How to remove values from the list  ?
How to sort values in list  ?
By using list.sort() function.
How to find the last 2 nd element from the list using python ?
How to convert list to another datatype using python ?
What is tuple in python ?
What is the difference between list and tuple ?
What is dictionary in python ?
How can you create a dictionary in python ?
What is set in python ?
What is fronenset in python ?
What is list comprehensive? What are benefits?
What are strings in python ?
How to find the length of the string using python ?
What is Index in python ?
How many types of comments in python ?
How memory management works in python?
How multi-thread works in python ?
Explain about inheritance in python ?
What are negative index ? How they are useful ?