Techno Zenith

Worksheet A worksheet is a collection of cells where you keep and manipulate the data. Each Excel workbook can contain multiple worksheets . One of the ways to read an Excel file is loading the file, in our case linear_regresion_data.xlsx , by using pd.ExcelFile , and after that call each of the sheets that you have in your spreadsheet  or workbook. # Load Excel File xlsx = pd.ExcelFile(r'C:\linear_regresion_data.xlsx') df1 = pd.read_excel(xlsx, 'Set 1') df2 = pd.read_excel(xlsx, 'Set 2') df3 = pd.read_excel(xlsx, 'Set 3') df4 = pd.read_excel(xlsx, 'Set 4') df5 = pd.read_excel(xlsx, 'Set 5') df6 = pd.read_excel(xlsx, 'Set 6') # Preview datasets display('Set 1', df1.head()) display('Set 2', df2.head()) display('Set 3', df3.head()) display('Set 4', df4.head()) display('Set 5', df5.head()) display('Set 6', df6.head()) As you can see in the example above, this is an inefficient way...

The implementation of Docker has changed the work of software developers as a team to create, update or transform web or desktop applications since there are many advantages when it is used.  What are the advantages of using Docker? Resource isolation It allows developers to encapsulate specific and necessary features for a project. Increase productivity It helps software developers not to waste time configuring an environment, and the necessary dependencies of a system, since it allows them to deploy a project efficiently. Standardization Docker can work with different containers that share the same system resources, allowing it to work with many applications. Rapid deployment It makes it easier to create, deploy, and run applications. Simplicity and efficiency Another functionality of the containers is that it allows to package of an application with all the features it needs, such as libraries and other dependencies, and send it ...

The React JS environment has become a growing list of development tools and libraries. The great number of tools show the popularity of the library. For developers, it can be a exhausting task to find the best tools to use in React JS, to make this task easier I would like to share a list of essential tools to work with react in 2025. React Developer Tools React Developer Tools allows us to inspect React components, edit props and state, and identify performance issues. You can simply add it as a Chrome, Firefox or Microsoft Edge extension to your browser. This extension made component interactions and  debugging easier. Axios Axios is a handy and simple  tool  but powerful HTTP client, based on Promises. It supports async/await syntax to make requests from the browser. It also mange error handling via catch. Axios supports HTTP requests such as GET, DELETE, POST, PUT, and PATCH. Redux Redux is JavaScript container that holds an application’s state in a store that allows ...

  What is ChatGPT? ChatGPT is a chat system based on GPT-4 Artificial Intelligence, developed by OpenAI. The system algorithms can coherently respond based on corrections that train it automatically. From writing emails and essays to generating lines of code or a music composition ChatGPT is a technology with tremendous opportunities in our industry. What we are building? We are building a simple image generator using Open AI API. The idea is to learn how to integrate open API with React web applications since the opportunities are endless by using Artificial Intelligence. The AI behind Open AI image generator is DALL.E, a trained neural network, that feeds from the words of their users to generate images. What is expected result? In this application, we will use Open API and React to generate images using Artificial Intelligence. For instance, if we type something like bird on a tree image in the style of Pablo Picasso and click generate, it will give us the image using AI. ...