Python Data Science Jobs & Interviews
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In Python, loops are essential for repeating code efficiently: for loops iterate over known sequences (like lists or ranges) when you know the number of iterations, while loops run based on a condition until it's false (ideal for unknown iteration counts or sentinel values), and nested loops handle multi-dimensional data by embedding one inside another—use break/continue for control, and comprehensions for concise alternatives in interviews.

# For loop: Use for fixed iterations over iterables (e.g., processing lists)
fruits = ["apple", "banana", "cherry"]
for fruit in fruits: # Iterates each element
print(fruit) # Output: apple \n banana \n cherry

for i in range(3): # Numeric sequence (start=0, stop=3)
print(i) # Output: 0 \n 1 \n 2

# While loop: Use when iterations depend on a dynamic condition (e.g., user input, convergence)
count = 0
while count < 3: # Runs as long as condition is True
print(count)
count += 1 # Increment to avoid infinite loop! Output: 0 \n 1 \n 2

# Nested loops: Use for 2D data (e.g., matrices, grids); outer for rows, inner for columns
matrix = [[1, 2], [3, 4]]
for row in matrix: # Outer: each sublist
for num in row: # Inner: elements in row
print(num) # Output: 1 \n 2 \n 3 \n 4

# Control statements: break (exit loop), continue (skip iteration)
for i in range(5):
if i == 2:
continue # Skip 2
if i == 4:
break # Exit at 4
print(i) # Output: 0 \n 1 \n 3

# List comprehension: Concise for loop alternative (use for simple transformations/filtering)
squares = [x**2 for x in range(5) if x % 2 == 0] # Even squares
print(squares) # Output: [0, 4, 16]


#python #loops #forloop #whileloop #nestedloops #comprehensions #interviewtips #controlflow

👉 @DataScience4
In Python, loops are essential for repeating code efficiently: for loops iterate over known sequences (like lists or ranges) when you know the number of iterations, while loops run based on a condition until it's false (ideal for unknown iteration counts or sentinel values), and nested loops handle multi-dimensional data by embedding one inside another—use break/continue for control, and comprehensions for concise alternatives in interviews.

# For loop: Use for fixed iterations over iterables (e.g., processing lists)
fruits = ["apple", "banana", "cherry"]
for fruit in fruits: # Iterates each element
print(fruit) # Output: apple \n banana \n cherry

for i in range(3): # Numeric sequence (start=0, stop=3)
print(i) # Output: 0 \n 1 \n 2

# While loop: Use when iterations depend on a dynamic condition (e.g., user input, convergence)
count = 0
while count < 3: # Runs as long as condition is True
print(count)
count += 1 # Increment to avoid infinite loop! Output: 0 \n 1 \n 2

# Nested loops: Use for 2D data (e.g., matrices, grids); outer for rows, inner for columns
matrix = [[1, 2], [3, 4]]
for row in matrix: # Outer: each sublist
for num in row: # Inner: elements in row
print(num) # Output: 1 \n 2 \n 3 \n 4

# Control statements: break (exit loop), continue (skip iteration)
for i in range(5):
if i == 2:
continue # Skip 2
if i == 4:
break # Exit at 4
print(i) # Output: 0 \n 1 \n 3

# List comprehension: Concise for loop alternative (use for simple transformations/filtering)
squares = [x**2 for x in range(5) if x % 2 == 0] # Even squares
print(squares) # Output: [0, 4, 16]


#python #loops #forloop #whileloop #nestedloops #comprehensions #interviewtips #controlflow

👉 https://t.iss.one/CodeProgrammer
2
#13. auto
A keyword that lets the compiler automatically deduce the data type of a variable at compile-time.

#include <iostream>

int main() {
auto number = 10; // Compiler deduces int
auto pi = 3.14; // Compiler deduces double
std::cout << "Type of 'number' is deduced.";
return 0;
}

Type of 'number' is deduced.


#14. & (Address-of Operator)
Returns the memory address of a variable.

#include <iostream>

int main() {
int var = 20;
std::cout << "Memory address of var: " << &var;
return 0;
}

Memory address of var: 0x61ff08 
(Note: Address will vary)


#15. * (Dereference Operator)
Accesses the value stored at a memory address held by a pointer.

#include <iostream>

int main() {
int var = 50;
int* ptr = &var; // ptr holds the address of var
std::cout << "Value at address " << ptr << " is " << *ptr;
return 0;
}

Value at address 0x61ff04 is 50
(Note: Address will vary)

---
#CPP #ControlFlow #Conditional

#16. if
Executes a block of code if a specified condition is true.

#include <iostream>

int main() {
int age = 18;
if (age >= 18) {
std::cout << "You are an adult.";
}
return 0;
}

You are an adult.


#17. else
Executes a block of code if the condition in the if statement is false.

#include <iostream>

int main() {
int age = 16;
if (age >= 18) {
std::cout << "You are an adult.";
} else {
std::cout << "You are not an adult.";
}
return 0;
}

You are not an adult.


#18. else if
Specifies a new condition to test, if the first if condition is false.

#include <iostream>

int main() {
int score = 85;
if (score >= 90) {
std::cout << "Grade: A";
} else if (score >= 80) {
std::cout << "Grade: B";
} else {
std::cout << "Grade: C";
}
return 0;
}

Grade: B


#19. switch / case
Selects one of many code blocks to be executed.

#include <iostream>

int main() {
int day = 3;
switch (day) {
case 1:
std::cout << "Monday";
break;
case 2:
std::cout << "Tuesday";
break;
case 3:
std::cout << "Wednesday";
break;
}
return 0;
}

Wednesday


#20. break
Used to exit a switch statement or a loop.

#include <iostream>

int main() {
for (int i = 0; i < 10; ++i) {
if (i == 5) {
break; // Exit the loop when i is 5
}
std::cout << i << " ";
}
return 0;
}

0 1 2 3 4

---
#CPP #Loops

#21. for
Executes a block of code a specified number of times.

#include <iostream>

int main() {
for (int i = 0; i < 5; ++i) {
std::cout << i << " ";
}
return 0;
}

0 1 2 3 4


#22. while
Loops through a block of code as long as a specified condition is true.

#include <iostream>

int main() {
int i = 0;
while (i < 5) {
std::cout << i << " ";
i++;
}
return 0;
}

0 1 2 3 4