This blog suggests 10 Simple Project Ideas on Image Processing. Here are ten simple project ideas for image processing that can help you get started in this field. Image Filters and Effects: Create a program that applies basic image filters like blur, sharpen, grayscale, and sepia tone to input images. Image Resizing and Cropping Tool: …

## 10 Unique Project Ideas Using Streamlit

In this blog post on 10 Unique Project Ideas Using Streamlit, we present ten exciting project ideas that leverage Streamlit’s capabilities to engage users, explore data, and deliver valuable insights. Are you eager to harness the power of Streamlit, the Python library that simplifies the creation of interactive web applications? Streamlit’s versatility makes it a …

## Common Ways to Create Web Applications in Python

The following article describes some Common Ways to Create Web Applications in Python. Basically, there are several common ways to create web applications in Python, each with its own strengths and use cases. For instance, the following are some of the most popular approaches and frameworks. Django Django is a high-level, full-stack web framework for …

## How to Use Decorators in Python?

The following article demonstrates How to Use Decorators in Python. Basically, decorators in Python are a powerful and flexible way to modify or enhance the behavior of functions or methods without changing their actual code. They are often used for tasks like logging, authentication, caching, and more. In fact, decorators are themselves functions that wrap …

## How to Use Generators in Python?

The following article describes How to Use Generators in Python. Basically, Generators in Python are a way to create iterators, which are objects that can be iterated (looped) over, but they don’t store the entire sequence of values in memory. Instead, they generate values one at a time on-the-fly, which can be very memory-efficient for …

## List Slicing in Python

Here are 10 hands-on exercises on list slicing in Python along with their solutions. Exercise 1: Given a list numbers, create a new list containing the first three elements. Solution 1: Output: [1, 2, 3] Exercise 2: Given a list letters, extract the last two elements. Solution 2: Output: [‘d’, ‘e’] Exercise 3: Given a …

## 50+ interview questions along with their answers on Python

Here are 50+ interview questions along with their answers on Python. What is Python, and what are its key features? Answer: Python is a high-level, interpreted programming language known for its simplicity and readability. Key features include easy syntax, dynamic typing, automatic memory management, and a large standard library. 2. What is the difference between …

## How to Implement Linear Regression With Multiple variables?

The following article describes How to Implement Linear Regression With Multiple variables. Problem Statement Use the sklearn library to create a linear regression with multiple variables. Load a well known dataset split it into training and testing sets, and then train the model to predict a target variable based on one or more features. For …

## How to Implement Gradient Descent Algorithm for Linear Regression?

The following program demonstrates How to Implement Gradient Descent Algorithm for Linear Regression. Problem Statement Implement the gradient descent algorithm for linear regression with one variable from scratch in vectorize form. Train a linear regression model using gradient descent to find the optimal coefficients (slope and intercept) for a given dataset. Also Plot the Gradient …

## How to Implement Linear Regression from Scratch?

The following program demonstrates How to Implement Linear Regression from Scratch. Problem Statement Implement a linear regression with one variable algorithm from scratch using Python. Given a dataset of X and Y values, create a linear regression model that predicts Y based on X without using any machine learning libraries like sklearn. Solution The following …