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  • Top Machine Learning Packages You Should Know in 2023

    Top Machine Learning Packages You Should Know in 2023

    Introduction to Machine Learning Packages Machine learning packages are integral tools that facilitate the development and deployment of machine learning models. They provide a collection of pre-written code and functions that streamline various tasks involved in the machine learning workflow. These packages play a crucial role for both novice and experienced data scientists by offering…

  • Iterative Programs (For, While, Nested Loop)

    Iterative Programs (For, While, Nested Loop)

    The next topic is the For Loop. The for loop in Python is used to iterate over a sequence (like a list, tuple, dictionary, set, or string) or other iterable objects. This loop allows us to execute a block of code multiple times based on the length of the sequence or specified range. Below are…

  • Lists, Tuples, Dictionaries, and Sets

    Lists, Tuples, Dictionaries, and Sets

    The next topic is Lists, Tuples, Dictionaries, and Sets in Python. These are the core data structures used to store collections of data in Python, and each has its own unique characteristics and use cases. We will explore each of these data structures, along with their operations, methods, and common use cases. Lists, Tuples, Dictionaries,…

  • Nested Functions

    Nested Functions

    Programs for Nested Functions Program 1: Basic Nested Function for Greeting def greet(name): """Outer function that defines a nested greeting function.""" def display_message(): """Inner function to create a greeting message.""" return f"Hello, {name}!" return display_message() # Example usage print(greet("Alice")) Expected Output: Hello, Alice! Program 2: Nested Function for Calculating Factorial def calculate_factorial(n): """Outer function to…

  • Applications of Lambda Functions

    Applications of Lambda Functions

    Applications of Lambda Functions – Programs Program 1: Sorting a List of Tuples Based on the Second Element # List of tuples data = [(1, ‘apple’), (3, ‘banana’), (2, ‘cherry’), (4, ‘date’)] # Sort based on the second element in each tuple sorted_data = sorted(data, key=lambda x: x[1]) print("Sorted by second element:", sorted_data) Expected Output:…

  • Implementation of Lambda Function within a Function

    Implementation of Lambda Function within a Function

    Programs for Lambda Functions within Functions Program 1: Function with a Lambda Expression for Customizable Mathematical Operations def math_operation(x, y, operation): """Perform a mathematical operation on two numbers using a lambda function.""" return operation(x, y) # Example usage add = lambda x, y: x + y subtract = lambda x, y: x – y print("Addition…

  • Lambda Functions – Programs

    Lambda Functions – Programs

    Lambda Functions – Programs Program 1: Simple Lambda Function for Addition # Lambda function for adding two numbers add = lambda x, y: x + y # Example usage result = add(5, 3) print("Addition Result:", result) Expected Output: Addition Result: 8 Program 2: Lambda Function for Multiplication # Lambda function for multiplying two numbers multiply…

  • Creating Your Own Module

    Creating Your Own Module

    Programs for Creating and Using a Custom Module Step 1: Create a Custom Module (mymodule.py) Create a file named mymodule.py with the following functions. # mymodule.py def add(a, b): """Returns the sum of two numbers.""" return a + b def subtract(a, b): """Returns the difference between two numbers.""" return a – b def multiply(a, b):…

  • Package-Based Functions (math, random, pickle, and csv)

    Package-Based Functions (math, random, pickle, and csv)

    The next topic is Package-Based Functions for the following modules: math, random, pickle, and csv. Each module will have 10 programs showcasing some commonly used functions. math Module Programs Collection Calculate the Square Root of a Number import math num = 16 print(“Square root of”, num, “is:”, math.sqrt(num)) Find the Greatest Common Divisor (GCD) num1,…

  • Built-in Functions in Python

    Built-in Functions in Python

    Built-in Functions (20 Programs) Program 1: abs() – Absolute Value of a Number Program: def absolute_value(num): """Return the absolute value of a number.""" return abs(num) # Test the function print("Absolute value of -10:", absolute_value(-10)) print("Absolute value of 5:", absolute_value(5)) Expected Output: Absolute value of -10: 10 Absolute value of 5: 5 Program 2: all() –…

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