Python
Python Basics
- Introduction to Python and Its History
- Python Syntax and Indentation
- Python Variables and Data Types
- Dynamic and Strong Typing
- Comments and Docstrings
- Taking User Input (input())
- Printing Output (print())
- Python Operators (Arithmetic, Logical, Comparison)
- Type Conversion and Casting
- Escape Characters and Raw Strings
Data Structures in Python
- Lists
- Dictionaries
- Dictionary Comprehensions
- Strings and String Manipulation
- Tuples
- Python Sets: Unordered Collections
- List Comprehensions and Generator Expressions
- Set Comprehensions
- String Formatting
- Indexing and Slicing
Control Flow and Loops
- Conditional Statements: if, elif, and else
- Loops and Iteration
- While Loops
- Nested Loops
- Loop Control Statements
- Iterators and Iterables
- List, Dictionary, and Set Iterations
Functions and Scope
- Defining and Calling Functions (`def`)
- Function Arguments (`*args`, `**kwargs`)
- Default Arguments and Keyword Arguments
- Lambda Functions
- Global and Local Scope
- Function Return Values
- Recursion in Python
Object-Oriented Programming (OOP)
- Object-Oriented Programming
- Classes and Objects
- the `__init__()` Constructor
- Instance Variables and Methods
- Class Variables and `@classmethod`
- Encapsulation and Data Hiding
- Inheritance and Subclasses
- Method Overriding and super()
- Polymorphism
- Magic Methods and Operator Overloading
- Static Methods
- Abstract Classes and Interfaces
Python Programs
- Array : Find median in an integer array
- Array : Find middle element in an integer array
- Array : Find out the duplicate in an array
- Array : Find print all subsets in an integer array
- Program : Array : Finding missing number between from 1 to n
- Array : Gap and Island problem
- Python Program stock max profit
- Reverse words in Python
- Python array duplicate program
- Coin change problem in python
- Python Write fibonacci series program
- Array : find all the pairs whose sum is equal to a given number
- Find smallest and largest number in array
- Iterate collections
- List comprehensions
- Program: Calculate Pi in Python
- String Formatting in Python
Python dictionary
Delve into the Python dictionary data structure. Learn how to store and manage key-value pairs, perform efficient data retrieval, and leverage essential dictionary methods for enhanced Python programming experiences.
import csvamountdisct ={}with open("/Users/npblue/PycharmProjects/data/credit.csv", 'r') as file: csvreader = csv.reader(file, delimiter=',') count=0 for row in csvreader: if count==0: count += 1 else: amountdisct[row[0]]=float(row[7])
print(amountdisct)def getMedian(lst): sorted_lst = sorted(lst) n = len(sorted_lst) if n % 2 == 0: middle1 = sorted_lst[n // 2 - 1] middle2 = sorted_lst[n // 2] median = (middle1 + middle2) / 2 else: median = sorted_lst[n // 2] return median
print("Type :",type(amountdisct))
print("min value :",min(amountdisct.values()))
print("max value :",max(amountdisct.values()))
print("mean value :",sum(amountdisct.values())//len(amountdisct.values()))
print("median value :",getMedian(amountdisct.values()))