## Code for Binary Cross Entropy quick implementation.

We create an instance of the BinaryCrossentropy loss function tf.keras.losses.BinaryCrossentropy(). This loss function is commonly used for binary classification tasks. It quantifies the difference between the true labels and predicted probabilities. Then, we calculate the BCE loss by calling the loss instance with the true_labels and predicted_probabilities as arguments.

## How to Implement a Hash Table from Scratch in python?

It might be rewarding to implement a hash table from scratch in your preferred programming language
in order to better comprehend data structures and algorithms. Here is how to make a simple hash table
step-by-step:

## How to Perform Parallel Processing in Python with Multiprocessing?

The multiprocessing module in Python allows you to create and manage many processes to carry out tasks concurrently, enabling parallel processing. On multi-core CPUs, this can dramatically increase the performance of tasks that are CPU-bound.

## How to implement Depth First Search in Graph?

Depth-First Search is a fundamental algorithm used for traversing and exploring graphs. Below, I’ll outline the steps and provide a Python code implementation for DFS:

## Python List

The list is a built-in data type. Which store collection of different types of data which can be string, integer, float, date, etc. In this tutorial, we will learn how to create a list, its properties, and the different methods applied to lists.

## Open Source Operating Systems

Open Source refers to any program whose source code is made available for use or modification as users other developers see fit. Usually, this kind of operating system is developed as a public collaboration and made freely available to everyone. Most of the open-source operating system was released under a license where the copyright holder allows others to study, change as well as distribute software to other people

## Convert any format of the image to jpg format using python.

In this tutorial, we are going to learn how to convert the image format into jpg and other formats. Before starting the coding, please make sure you have installed the pillow library into your system. If you have not installed the pillow module yet install it using the following command.

## How To send email using python.

Simple mail transfer protocol (SMTP) is an application layer protocol that transfers an email from one user to another user. As a software developer or programmer, we need to send lots of plain text email and also an email with reports, query results, images, text data, application form data, etc to the business client from a different …

## Openpyxl || Freezing excel row and column with python.

Freezing a pane(row/column) using excel application is easy. We can freeze a row/column using excel

## How to change default version of python as python3?

By default most of the IDE where we write code for python uses the Python3