DEV Community: Sandeep Kumar

Top Free AI courses to improve your AI skills and elevate your career

Sandeep Kumar — Wed, 02 Oct 2024 17:22:07 +0000

Explore Artificial Intelligence courses that cover skills like machine learning, data science, deep learning, and Generative AI, and find how you can leverage these AI resources to boost your career.

All of these courses are free to enroll in and save you thousands of dollars.

Here’s a quick breakdown of each course:

Artificial Intelligence:

AI For Everyone – AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone, especially your non-technical colleagues to take.
Google AI Essentials – Google AI Essentials is a self-paced course designed to help people across roles and industries get essential AI skills to boost their productivity.
Microsoft Azure AI Fundamentals AI-900 Exam Prep Specialization – Acquire foundational knowledge of the core concepts related to artificial intelligence (AI) and the services in Microsoft Azure that can be used to create AI solutions. This program is an opportunity to demonstrate knowledge of common ML and AI workloads and how to implement them on Azure.
HarvardX: CS50's Introduction to Artificial Intelligence with Python – This 7-week course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation.

Generative AI:

Generative AI Essentials: Overview and Impact – This course from the University of Michigan introduces learners to large language models and generative AI tools, like ChatGPT. In this course, you’ll explore generative AI essentials, how to ethically use artificial intelligence, its implications for authorship, and what regulations for generative AI could look like.
Planning a Generative AI Project – In this course from AWS, you will learn about the technical foundations and key terminology related to generative artificial intelligence (AI). You will also learn how to evaluate the risks and benefits of using generative AI and explore the steps to planning a generative AI project.

Machine Learning, Deep Learning & Data Science:

Mathematics for Machine Learning Specialization – Learn about the prerequisite mathematics for applications in data science and machine learning in this course provided by Imperial College London.
Machine Learning Specialization – The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online.
Microsoft Azure Data Scientist Associate Professional Certificate – Become a certified Microsoft Azure data scientist and use cutting-edge tools to build machine learning models.
Introduction to TensorFlow for AI – This course is part of the DeepLearning.AI TensorFlow Developer Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.
Google Cloud Certification: Machine Learning Engineer Professional Certificate – Prepare for the industry-recognized Google Cloud Professional Machine Learning Engineer certification and deepen your expertise in machine learning using this 8-course series.
Deep Learning Specialization – A foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology.
Big Data, Artificial Intelligence, and Ethics – This course from the University of California, Davis gives you context and first-hand experience with the two major catalyzers of the computational science revolution: big data and artificial intelligence.
LLMOps – In this course, you’ll go through the LLMOps pipeline of pre-processing training data for supervised instruction tuning, and adapt a supervised tuning pipeline to train and deploy a custom LLM.

Prompt Engineering:

Prompt Engineering for ChatGPT – This course from Vanderbilt University will teach you how you can use them to be more productive day to day, and give you insight into how they work.
ChatGPT Prompt Engineering for Developers – In this course from DeepLearning.AI you will learn how to use a large language model (LLM) to quickly build new and powerful applications.

- edX: AI Applications and Prompt Engineering – Learn to create AI applications with prompt engineering in this introductory 1 week online course provided by `edX`.

Happy Learning !!!

ChatGPT - Prompts for Project Management and Software Development Methodologies

Sandeep Kumar — Sun, 23 Jun 2024 13:54:36 +0000

Project Management:

Project management refers to the process of planning, organizing, and controlling the resources and activities required to achieve specific project goals and objectives.
It involves the application of knowledge, skills, tools, and techniques to meet project requirements and deliverables within defined constraints such as time, budget, and scope.
Project management encompasses various phases, including initiation, planning, execution, monitoring, and closure.
It involves tasks like defining project goals, creating a project plan, assigning tasks to team members, monitoring progress, managing risks, and ensuring successful project completion.

ChatGPT Prompts for Project Management:

	Prompt
1	Develop a detailed project scope statement that clearly defines the project's boundaries, objectives, and deliverables.
2	Develop a project schedule using project management software or tools, considering task dependencies, resource availability, and project constraints.
3	Create a project timeline with clear milestones and deadlines.
4	Document and archive project deliverables, reports, and key project documentation.
5	Regularly review and update project documentation, including project plans, schedules, risk registers, and communication logs.
6	What role does documentation play in your software development process, and how do you ensure its accuracy and relevance?
7	Mitigate risks by identifying potential obstacles and developing contingency plans.
8	Develop a risk management plan to identify, assess, and mitigate potential risks throughout the project lifecycle.
9	Implement a project tracking system to monitor progress, identify risks, and manage changes.
10	Implement a quality management plan to ensure that project deliverables meet the defined quality standards.
11	Suggest ways to improve project team communication and collaboration.
12	Establish effective communication channels and protocols for project stakeholders.
13	Assign roles and responsibilities to project team members and establish clear lines of communication and reporting.
14	Recommend tools to manage the team members working remotely.
15	How do you handle post-project evaluation and lessons learned within your software development team?
16	Continuously improve project management processes and methodologies based on lessons learned and industry best practices.
17	Implement a change management process to effectively handle project changes, including change requests, impact assessment, and approval procedures.
18	Conduct regular project status meetings to discuss progress, address issues, and ensure alignment among team members.
19	Conduct a post-project evaluation to assess project success, identify lessons learned, and document best practices for future projects.
20	List common project management pitfalls and suggest ways to avoid them.

Software Development Methodologies:

Software Development Methodologies are structured approaches used by software development teams to plan, design, develop, test, and deliver software products.

Some commonly used software development methodologies include:

Waterfall: This traditional sequential approach follows a linear flow, where each phase of the development process (requirements gathering, design, development, testing, deployment) is completed before moving on to the next.
Agile: Agile methodologies, such as Scrum and Kanban, focus on iterative and incremental development. They emphasize collaboration, flexibility, and adaptability to changing requirements.
Lean: Lean software development aims to eliminate waste and maximize value by delivering only what is necessary. It emphasizes continuous improvement, customer feedback, and reducing non-value-adding activities.
Rapid Application Development (RAD): RAD methodologies prioritize rapid prototyping and quick iterations to accelerate the development process. They emphasize user involvement, iterative feedback, and the use of pre-built components to speed up development.
Spiral: The Spiral model combines waterfall and iterative development elements. It involves multiple iterations and emphasizes risk management throughout the development process.
DevOps: DevOps combines development (Dev) and operations (Ops) to enhance collaboration and streamline the software development and deployment process. It emphasizes automation, continuous integration, continuous delivery, and close collaboration between development and operations teams.

ChatGPT Prompts for Software Development Methodologies:

	Prompt
1	List the popular software development methodologies.
2	Suggest some methodologies for a `small development team`.
3	Describe the `Scrum framework` and its role in Agile software development.
4	Explain the concept of `Minimum Viable Product (MVP)` and its role in Agile software development.
5	Compare and contrast the `Waterfall` and `Agile software development` methodologies.
6	Explain the concept of continuous integration and its significance in `Agile software development`.
7	Discuss the benefits and challenges of adopting the `DevOps` methodology in software development.
8	Discuss the role of collaboration and communication in the `Kanban` software development methodology.
9	Explain the key principles and practices of the `Lean` software development methodology.
10	How does the `Rapid Application Development (RAD)` methodology differ from other software development methodologies?

NOTE:

.NET 8.0 - Securing the API with JWT Bearer Token

Sandeep Kumar — Mon, 17 Jun 2024 06:34:04 +0000

Understanding API Authentication Using JWT Bearer Tokens

In the modern landscape of web development, securing APIs is paramount. One of the most robust methods to achieve this is through API authentication using JWT (JSON Web Tokens) as Bearer tokens. This blog post will delve into the what, why, and how of JWT Bearer Token authentication.

What is JWT?

JWT, or JSON Web Token, is an open standard (RFC 7519) for securely transmitting information between parties as a JSON object. This information can be verified and trusted because it is digitally signed. JWTs can be signed using a secret (with the HMAC algorithm) or a public/private key pair using RSA or ECDSA.

Structure of a JWT

A JWT comprises three parts separated by dots (.): Header, Payload, and Signature.

Header: The header typically consists of two parts: the type of token (JWT) and the signing algorithm (e.g., HMAC SHA256 or RSA).

{
  "alg": "HS256",
  "typ": "JWT"
}

Payload: The payload contains the claims. Claims are statements about an entity (typically, the user) and additional data. There are three types of claims: registered, public, and private claims.

{
  "sub": "1234567890",
  "name": "John Doe",
  "admin": true
}

Signature: To create the signature part, you have to take the encoded header, the encoded payload, a secret, and the algorithm specified in the header, and sign that.

HMACSHA256(
  base64UrlEncode(header) + "." +
  base64UrlEncode(payload),
  secret
)

Why Use JWT for API Authentication?

Statelessness: JWTs are stateless; the server doesn't need to store session information. This makes them scalable and reduces the load on the server.
Security: JWTs are signed so that the recipient can verify the token's authenticity.
Compact: JWTs are compact, making them efficient to send in HTTP headers.
Interoperability: As a JSON-based standard, JWTs are easy to use across different programming languages and platforms.

How JWT Bearer Token Authentication Works

Here's a step-by-step explanation of how JWT Bearer Token authentication typically works:

Client Login: The client sends a login request with user credentials to the server.
Server Verification: The server verifies the credentials. The server creates a JWT with the user's information if they are correct.
Token Issuance: The server sends the JWT back to the client. This token is stored on the client side, usually in local storage or a cookie.
Subsequent Requests: For each subsequent request, the client includes the JWT in the Authorization header as a Bearer token.

Authorization: Bearer <token>

Token Verification: The server verifies the token's signature and checks the token's validity (expiration time, issuer, etc.). If valid, the server processes the request. If not, it returns an unauthorized error.

JWT Implementation Example:

Let's walk through the JWT token implementation in .NET 8.0 API using the Clean Architecture.

Solution and Project Setup:

First of all, set up DB and its objects, you can use the scripts shared under the AuthDemo.Infrastructure/Sql folder of the code sample.

Once our back end is ready, Open Visual Studio 2022 and setup the required projects using the Clean Architecture, if you want to learn more about the Clean Architecture implementation please go through this article.

Set Up Core Layer: Under the solution, create a new Class Library project and name it AuthDemo.Core.

Add a new folder Entities and add a new entity class with the name User.

Set Up Application Layer: Add another Class Library Project and name it AuthDemo.Application.

Add a reference to the Core project.
Add a new folder Interfaces and create a new interface and name it as IUserRepository.
Also, create a new interface, and name it IUnitOfWork to implement Unit of Work.

Set Up Infrastructure Layer: Add a new Class Library Project and name it AuthDemo.Infrastructure.

Add the required packages to be used in this project.

Install-Package Dapper
Install-Package Microsoft.Extensions.Configuration
Install-Package Microsoft.Extensions.DependencyInjection.Abstractions
Install-Package System.Data.SqlClient

Add the reference to projects (Application, and Core), and add a new folder Repository.
After that let’s implement the IUserRepository interface, by creating a new class UserRepository.
Also, implement the IUnitOfWork interface, by creating a new class UnitOfWork
Finally, register the interfaces with implementations to the .NET Core service container. Add a new class static ServiceCollectionExtension and add the RegisterServices method under it by injecting IServiceCollection.
Later, we will register this under the API’s ConfigureService method.

Set up API Project: Add a new .NET 8.0 Web API project and name it AuthDemoApi.

Add the reference to projects (Application, and Infrastructure), and add the below packages.

Install-Package Swashbuckle.AspNetCore
Install-Package Microsoft.IdentityModel.Protocols
Install-Package System.IdentityModel.Tokens.Jwt
Install-Package Microsoft.IdentityModel.JsonWebTokens
Install-Package Microsoft.AspNetCore.Authentication.JwtBearer

Set up the appsettings.json file to manage the API settings and replace your DB connection string under the ConnectionStrings section.

"ConnectionStrings": {
  //Update values in the connection string.
  "DBConnection": "Data Source=localhost\\SQLEXPRESS; Initial Catalog=AuthDemoDB; Trusted_Connection=True;MultipleActiveResultSets=true"
}

Add a secret key to verify and sign the JWT tokens.

"AppSettings": {
  //Replace it with your secret key to verify and sign the JWT tokens, It can be any string.
  "Secret": "8c8624e2-2afc-76a5-649e-9b9bf15cf6d3"
}

Configure Startup settings, such as RegisterServices (defined under the AuthDemo.Infrastructure project), and add the Swagger UI (with Bearer as the authentication scheme).
Remove the default controller/model classes and add two classes (AuthenticateRequest and AuthenticateResponse) under the Model folder, to handle API requests and responses.
Add a Helper folder and add the below classes.
- AppSettings - to map the the options from appsettings.json file.
- AuthorizeAttribute - to validate the authorization.
- Common - Add a GenerateJwtToken method to generate the JWT token.
- JwtMiddleware - To validate the token and attach the user to context on successful Jwt validation.
Add a new controller and name it UsersController.
- Implement Authenticate API to validate the user and generate the token.
- GetAll API to return all users, and add Authorize attribute to put it behind the API security.

Review the final project structure:

Run and Test API:

Run the project and test the API methods.

Swagger UI
Running API without authentication throws a 401 - Unauthorizeed error.
Authenticate the user and get a JWT token using the Authenticate API.
Add API Authorization.
GET - Get All users.

NOTE:

Check the source code here.

sandeepkumar17 / AuthDemoApi

NET 8.0 - Authentication API Sample using JWT Bearer Token

.NET 8.0 - Authentication API

Authentication API Sample using JWT Bearer Token in DOT NET 8.0

Blog

.NET 8.0 - JWT Token Authentication Using The Example API

View on GitHub

If you have any comments or suggestions, please leave them behind in the comments section below.

ChatGPT - Prompts to Create Regular Expression

Sandeep Kumar — Thu, 13 Jun 2024 10:29:04 +0000

Regular Expression and its usage:

A regular expression, often referred to as regex or regexp, is a sequence of characters that defines a search pattern. It is a powerful tool used for pattern matching and manipulating text data. Regular expressions are widely used in various programming languages, text editors, and command-line tools.

Regular expressions consist of a combination of literal characters and special characters called metacharacters. Metacharacters have special meanings and allow you to define patterns using features like repetition, alternation, grouping, and more.

The usage of regular expressions can vary depending on the context, but here are some common scenarios:

Pattern Matching: Regular expressions are primarily used for pattern matching in strings. They allow you to search for specific patterns or sequences of characters within a larger text. For example, you can use a regular expression to find all phone numbers in a document or to extract email addresses from a string.
Validation: Regular expressions are often employed for data validation. They can help ensure that user input follows a specific format or pattern. For instance, you can use a regular expression to validate whether a given string is a valid credit card number, date, or URL.
Text Manipulation: Regular expressions can be used to manipulate text by performing search and replace operations. You can search for a specific pattern and replace it with another string or modify its format.
Parsing and Extracting Data: Regular expressions are handy for parsing and extracting data from structured text. For example, you can use regular expressions to extract information from log files, scrape data from web pages, or parse HTML or XML documents.
Lexical Analysis: Regular expressions play a crucial role in lexical analysis, which is the process of tokenizing and analyzing the structure of a programming language. They are used to define the syntax rules for identifying keywords, operators, and other language constructs.

ChatGPT Prompts to Create Regular Expression:

	Prompt
1	What is a regular expression?
2	Can you explain the basic syntax of a regular expression?
3	How can I match the following pattern using regular expressions? `[pattern]`
4	How can I use regular expressions to extract `email addresses` from a text?
5	Can you provide an example of using regular expressions to validate `email addresses`?
6	What are some techniques to validate `phone numbers` using regular expressions?
7	Can you provide an example of using regular expressions to find and replace text?
8	How can I use regular expressions to validate `URLs`?
9	How can I use regular expressions to extract domain names from a `list of URLs`?
10	How can I use regular expressions to remove `HTML` tags from a text?
11	What are some techniques for extracting `numbers` from a `string` using regular expressions?
12	What are some best practices for writing efficient regular expressions?
13	What are some common `modifiers` used in regular expressions and their meanings?
14	What are some commonly used `metacharacters` in regular expressions?
15	Can you explain the concept of capturing groups in regular expressions?
16	How can I match multiple occurrences of a pattern using regular expressions?
17	What are some techniques for matching specific characters or character ranges using regular expressions?
18	What are some tips for optimizing regular expressions for better performance?
19	What are some online resources or tools for testing and learning regular expressions?
20	Can you explain the difference between greedy and lazy quantifiers in regular expressions?

NOTE:

ChatGPT - Prompts to Create Boilerplate Code

Sandeep Kumar — Thu, 13 Jun 2024 10:28:55 +0000

Boilerplate Code

Boilerplate code refers to sections of code that are repetitive, standard, and required in multiple places within a software project. It is used to establish the initial structure and configuration of a program or module, saving time and effort by providing a foundation to build upon.

The purpose of boilerplate code is to provide a starting point or template for developers to build upon. It establishes the necessary foundation and structure for a particular task or functionality. By using boilerplate code, developers can save time and effort by not having to write repetitive code from scratch.

Boilerplate code can be found in various programming languages and frameworks. It is often used in web development frameworks, such as React, Angular, or Django, where certain code patterns need to be followed for consistency and best practices.

Boilerplate code often includes common tasks such as:

Importing necessary libraries or modules.
Implementing common design patterns or architectural patterns.
Implementing basic configurations or settings.
Defining class or function signatures.
Initializing variables or objects.
Handling common error cases or exceptions.
Setting up database connections or network configurations.

ChatGPT Prompts to Create Boilerplate Code:

	Prompt
1	Create a basic `C#` console application boilerplate code
2	Create a basic `C#` Windows Forms application boilerplate code
3	Create a basic `C#` ASP.NET MVC controller boilerplate code
4	Create a basic `Java` Spring Boot application boilerplate code
5	Create a basic `Python` class boilerplate code
6	Create a basic `HTML` boilerplate code
7	Create a basic `JavaScript` function boilerplate code
8	Create a basic `React` component boilerplate code
9	Create a basic `Express.js` server boilerplate code
10	Create a basic `Vue.js` single-file component boilerplate code
11	Create a basic `Angular` service boilerplate code
12	Create a basic `Angular` component template HTML boilerplate code
13	Create a basic `Django` project boilerplate code
14	Create a basic `Flutter` widget test boilerplate code
15	Create a basic `Flutter` stateful widget boilerplate code

NOTE:

ChatGPT - Prompts for adding code comments

Sandeep Kumar — Thu, 13 Jun 2024 10:28:46 +0000

Why Code Commenting is Important?

Code commenting is important for several reasons:

Enhancing Readability: Comments provide additional context and explanations about the code, making it easier for other developers (including yourself) to understand and maintain the code in the future.
Assisting in Debugging and Troubleshooting: Comments can be used to temporarily disable or isolate code sections during debugging. They can also highlight potential issues or areas that require attention, making it easier to identify and fix bugs.
Compliance with Coding Standards and Best Practices: Many coding standards and best practices recommend or require the use of comments. By following these guidelines, codebases become more consistent, maintainable, and easier to review.
Facilitating Collaboration: Comments serve as a means of communication between team members working on a project. They can convey intentions, assumptions, and explanations, facilitating collaboration and ensuring that everyone is on the same page.
Documenting Functionality and Purpose: Comments help document the purpose, behavior, and functionality of code segments, classes, functions, and variables. They explain the why and how behind the code, providing valuable insights for future reference and troubleshooting.
Code Documentation: Comments can be processed by documentation generators to automatically generate documentation for APIs, libraries, and modules. This documentation serves as a reference for developers who want to use or integrate the code into their projects.

ChatGPT Prompts for Code Commenting:

	Prompt
1	Add comments to the following code: `[code snippet]`
2	Add comments to the following function describing the input parameters. `[code snippet]`
3	Review the following code and add a comment explaining the flow. `[code snippet]`
4	Add a code comment explaining the logic or algorithm used in this `Python` code block. `[code snippet]`
5	Add a code comment describing the input parameters and their expected values in this `C#` function. `[code snippet]`
6	Add a comment to describe the expected behavior or output of the given code block. `[code snippet]`
7	Add a code comment explaining the purpose and usage of a `variable` or `constant` in the following code: `[code snippet]`
8	Add a code comment providing `context` or `background information` for a specific code block or section. `[code block]`
9	Add a code comment explaining the purpose and behavior of this conditional statement. `[code snippet]`
10	Add a comment to clarify the intent or logic of this `loop`. `[code snippet]`
11	Add a code comment documenting any assumptions or limitations of this code implementation. `[code snippet]`
12	Add a code comment explaining the purpose and usage of a `specific library` or `external dependency`.
13	Add a code comment describing the intended use or expected behavior of a `specific class` or `object`.
14	Add a comment to provide a high-level overview of the `code` or `module`. `[code snippet]`
15	Add a comment to highlight any potential performance considerations or optimizations in the following code: `[code snippet]`

NOTE:

ChatGPT - Prompts for Test Drive Development and Unit Testing

Sandeep Kumar — Wed, 12 Jun 2024 08:54:53 +0000

What is Test-driven development (TDD) and why it is Important?

Test-driven development (TDD) is a software development approach that emphasizes writing tests before writing the actual code. It follows a cycle of writing a failing test, writing the code to make the test pass, and then refactoring the code to improve its design.

The importance of test-driven development can be seen in several aspects:

Improved Code Quality: TDD helps ensure that the code meets the desired requirements by writing tests that define the expected behavior.
Faster Debugging: By writing tests first, developers can catch and fix issues early in development.
Design Improvement: TDD promotes better software design. Since tests are written before the code, developers are forced to think about the design and structure of their code upfront.
Better Collaboration: TDD encourages collaboration between developers and stakeholders. By defining the expected behavior through tests, developers, and stakeholders can have a shared understanding of the requirements.
Documentation: The tests written in TDD act as living documentation for the codebase. They provide insights into the intended behavior of the code and serve as a reference for future development or maintenance.
Continuous Integration and Deployment: TDD fits well with continuous integration and deployment practices. With a solid test suite, teams can automate the testing process and ensure the code remains functional and bug-free throughout the development lifecycle.
Increased Confidence: With a comprehensive suite of tests, developers gain confidence in their code.

ChatGPT Prompts for Test Drive Development:

	Prompt
1	Can you explain the basic process of test-driven development?
2	How does test-driven development help improve code quality?
3	Can you discuss the role of automated testing in test-driven development?
4	What are the benefits of using test-driven development in software development?
5	What are some popular testing frameworks or tools used in test-driven development?
6	How does test-driven development facilitate collaboration among team members?
7	What are some best practices for implementing test-driven development in a project?
8	Can you provide an example of how test-driven development can catch bugs early in the development process?
9	How does test-driven development contribute to the overall efficiency of the development process?
10	How does test-driven development help in maintaining code stability and preventing regressions?
11	Can you explain the relationship between test-driven development and continuous integration/continuous deployment (CI/CD)?
12	How does test-driven development integrate with version control systems like Git?
13	How does test-driven development support agile software development methodologies?
14	What role do unit tests play in test-driven development?
15	What are some strategies for writing effective unit tests in test-driven development?
16	How does test-driven development contribute to the overall maintainability of a codebase?
17	Can you explain the concept of "red-green-refactor" in test-driven development?
18	Can you explain the concept of "test doubles" and their use in test-driven development?
19	What are some techniques for managing test data in test-driven development?
20	How does test-driven development aid in identifying and resolving code dependencies?
21	Can you discuss the concept of "mocking" and its relevance to test-driven development?
22	Can you explain the concept of "test coverage" and its significance in test-driven development?
23	What are some strategies for effectively managing and organizing test suites in test-driven development?
24	Are there any challenges or limitations associated with test-driven development?
25	What are some common misconceptions or myths about test-driven development?

ChatGPT Prompts for Unit Testing:

	Type	Prompt
1	Positive	Write a unit test case using JUnit to verify that a function returns the correct sum of two numbers. `Test Case: Input: 7, 2, Expected Output: 9`
2	Positive	Write a unit test case using JUnit to check if a string is a palindrome. `Test Case: Input: "racecar", Expected Output: True`
3	Positive	Write a unit test case using JUnit to validate the behavior of a function that sorts an array in ascending order. `Test Case: Input: [5, 4, 9, 6], Expected Output: [4, 5, 6, 9]`
4	Positive	Write a unit test case using a testing framework (e.g., Jest) to verify the functionality of a function that calculates the factorial of a number. `Test Case: Input: 4, Expected Output: 24`
5	Positive	Write a unit test case using a testing framework (e.g., Jest) to check if a given list contains a specific element. `Test Case: Input: [1, 2, 3, 4, 5], 3, Expected Output: True`
6	Positive	Write a unit test case using a testing framework (e.g., Jest) to validate the behavior of a function that checks if a number is prime. `Test Case: Input: 7, Expected Output: True`
7	Positive	Write a unit test case using NUnit to verify the functionality of a function that converts a temperature from Celsius to Fahrenheit. `Test Case: Input: 25, Expected Output: 77`
8	Positive	Write a unit test case using NUnit to check if a given string is a valid email address. `Test Case: Input: "test@example.com", Expected Output: True`
9	Positive	Write a unit test case using NUnit to validate the behavior of a function that reverses a given string. `Test Case: Input: "hello", Expected Output: "olleh"`
10	Positive	Write a unit test case using MSTest to verify the functionality of a function that checks if a list is empty. `[Test Case: Input: [], Expected Output: True]`
11	Positive	Write a unit test case using MSTest to measure the performance or efficiency of a function. `Test Case: Input: large input, Expected Output: within acceptable time limits`
12	Positive	Write a unit test case using MSTest to measure the memory usage of a function. `Test Case: Input: large input, Expected Output: within acceptable memory limits`
13	Positive	Write a unit test case to validate the behavior of a function when given null or empty input. `Test Case: Input: null or empty input, Expected Output: expected output or error/exception`
14	Positive	Write a unit test case to check the error handling of a function when given invalid input. `Test Case: Input: invalid input, Expected Output: error/exception`
15	Positive	Write a unit test case to validate the handling of edge cases or boundary conditions. `Test Case: Input: edge case or boundary input, Expected Output: expected output for edge case`
16	Negative	Write a negative unit test case to verify that a function returns an error or exception for invalid input. `Test Case: Input: -5, 3, Expected Output: Error/Exception`
17	Negative	Write a negative unit test case to check if a string is not a palindrome. `Test Case: Input: "hello", Expected Output: False`
18	Negative	Write a negative unit test case to validate the behavior of a function that should throw an exception for an invalid operation. `Test Case: Input: [5, 2, "9", 1], Expected Output: Exception`
19	Negative	Write a negative unit test case to verify that a function does not return the correct result for a specific scenario. `Test Case: Input: 10, 5, Expected Output: 15 (Incorrect)`
20	Negative	Write a negative unit test case to check if a given list does not contain a specific element. `Test Case: Input: [1, 2, 3, 4, 5], 6, Expected Output: False`
21	Negative	Write a negative unit test case to validate the behavior of a function that incorrectly identifies a prime number. `Test Case: Input: 4, Expected Output: True (Incorrect)`
22	Negative	Write a negative unit test case to verify the functionality of a function that incorrectly converts a temperature from Celsius to Fahrenheit. `Test Case: Input: 25, Expected Output: 80 (Incorrect)`
23	Negative	Write a negative unit test case to check if a given string is not a valid email address. `Test Case: Input: "test@example", Expected Output: False`
24	Negative	Write a negative unit test case to validate the behavior of a function that does not reverse a given string correctly. `Test Case: Input: "hello", Expected Output: "olleH" (Incorrect)`
25	Negative	Write a negative unit test case to verify the functionality of a function that incorrectly checks if a list is empty. `Test Case: Input: [1, 2, 3], Expected Output: True (Incorrect)`

NOTE:

ChatGPT - Prompts for Optimizing Code

Sandeep Kumar — Mon, 10 Jun 2024 15:12:50 +0000

Why Code Optimization is Important:

Code optimization is important because it aims to improve a program's performance, efficiency, and resource usage.
It involves identifying and eliminating bottlenecks, reducing unnecessary computations, and improving algorithms and data structures.
Code optimization solves the problem of inefficient code that may result in slow execution, excessive memory consumption, or poor scalability.
By optimizing code, developers can achieve faster execution times, reduce memory footprint, and enhance the overall user experience.
It can significantly improve application responsiveness, scalability, and resource utilization.
Code optimization can help minimize hardware requirements, reduce energy consumption, and lower operational costs.

ChatGPT Prompts for Code Optimization:

	Prompt
1	How do you identify performance bottlenecks in code and prioritize optimization efforts?
2	What are some common pitfalls to avoid when optimizing code, and how can they impact performance?
3	What are some strategies for reducing memory usage and optimizing data structures?
4	Suggest improvements to optimize this `C#` function: `[code snippet]`
5	How can I improve the performance of this `Python` script? `[script]`
6	This `Java` function is running slower, any optimization suggestions? `[code snippet]`
7	How could I make this `C#` data processing code more efficient: `[code snippet]`
8	The following `C#` function runs slower than expected when processing `string array`. Any optimization suggestions? `[code snippet]`
9	How can I improve the performance of this `C#` function when handling large arrays? `[code snippet]`
10	Provide optimization suggestions for the following `C#` code used to process a list of items. `[code snippet]`
11	Can you suggest some optimization techniques for the .NET Core Project?
12	Can you provide a more efficient version of this `C#` algorithm? `[algorithm]`
13	I need to improve the speed of this `C#` algorithm, what changes would you recommend? `[algorithm]`
14	Can you share some techniques for optimizing time complexity in algorithms?
15	What are some best practices for optimizing database queries and improving database performance?
16	Suggest ideas about optimizing database performance
17	Can you share a real-world example where code optimization significantly improved the performance of an application?
18	Can you explain the impact of code optimization on software scalability and discuss techniques for optimizing code for large-scale systems?
19	Can you explain the concept of caching and how it can be used to improve code performance?
20	Explain different caching strategies
21	How to scale horizontally?
22	Can you explain content delivery networks
23	How do you optimize code for I/O operations, such as file handling or network communication?
24	How do you approach code profiling and performance testing to identify areas for optimization?
25	Can you discuss the trade-offs between code optimization and code readability/maintainability?

NOTE:

ChatGPT - Prompts for Explaining Code

Sandeep Kumar — Mon, 10 Jun 2024 15:12:39 +0000

Why Code Explaining is Important?

Code can often be complex and difficult to decipher, especially for developers who are new to a project or for team members who are collaborating on the same codebase.

By explaining the code, developers can bridge the gap between the code itself and the understanding of its purpose, functionality, and logic. This helps in troubleshooting, debugging, and maintaining the codebase effectively. It also promotes knowledge sharing, collaboration, and documentation, ensuring that the code is comprehensible and accessible to all stakeholders involved.

ChatGPT Prompts for Explaining Code:

	Prompt
1	Can you explain the purpose and functionality of this specific code snippet? `[code snippet]`
2	Can you explain what this `JavaScript` function does: `[code snippet]`
3	Help me understand what this `C#` code snippet does: `[code snippet]`
4	Can you explain the flow of control in this section of code? `[code snippet]`
5	Can you help me understand this `Python` script: `[script]`
6	Can you walk me through the flow of this `Python` script: `[script]`
7	Explain the logic behind this `C#` function. Could you break it down for me, especially the part where it implements `Encapsulation`? `[code snippet]`
8	Could you break down this `C#` loop and explain what it does? `[code snippet]`
9	How does this function handle input validation and error handling? `[code snippet]`
10	Can you explain the logic behind this conditional statement and the expected outcomes? `[code snippet]`
11	How does this `C#` code handle concurrency or multi-threading, if applicable? `[code snippet]`
12	What does this `C#` recursive function do? `[code snippet]`
13	Can you explain why this `Java` code uses `Inheritance`? `[code snippet]`
14	What is the significance of this particular design pattern in the given code? `[code snippet]`
15	Could you explain how this`C#` function works? Especially, how it uses SOLID principle? `[code snippet]`
16	Can you provide a high-level overview of the architecture and design principles employed in this codebase? `[code snippet]`
17	Explain this lambda functions: `[code snippet]`
18	How does this code integrate with external systems or APIs, and what are the key interactions and dependencies involved? `[code snippet]`
19	How does this `Angular` code interact with external dependencies or APIs? `[code snippet]`
20	Can you explain the data structures used in this code and their role in the overall implementation? `[code snippet]`
21	Help me understand the workings of this C# data structure implementation: `[code snippet]`
22	How does this algorithm work? Can you break it down step by step? `[algorithm]`
23	Can you explain the functionality of this C# algorithm and its expected output? `[algorithm]`
24	How does this code handle edge cases or exceptional scenarios? Can you explain the error-handling strategy? `[code snippet]`
25	What optimizations or performance improvements have been implemented in this code? `[code snippet]`

NOTE:

ChatGPT - Prompts for Coding Best Practices or Principles

Sandeep Kumar — Fri, 31 May 2024 11:35:11 +0000

Coding Best Practices or Principles Explained:

Coding best practices, or coding principles, are guidelines that help developers write clean, efficient, and maintainable code.
By following these practices, developers can improve the readability, performance, and overall quality of their code.
It's important to adapt these principles based on the specific programming language, framework, or project requirements.
Some common coding best practices include
- Keeping code simple and readable
- Avoiding code duplication
- Writing modular and loosely coupled code.
- Using meaningful comments.
- Writing self-explanatory code.
- Following coding style and conventions.
- Testing code, handling errors and exceptions gracefully.
- Optimizing for performance.
- Using version control.
- Regularly refactoring and cleaning up code.

ChatGPT Prompts for Coding Best Practices:

	Prompt
1	What are some key coding best practices that you follow?
2	What are some common mistakes to avoid when writing code?
3	What are some best practices for coding specific types of applications?
4	What are some common coding mistakes to avoid when doing specific tasks?
5	Explain how to use a specific coding tool or library.
6	How do you stay updated with the latest coding best practices and industry trends?
7	I want you to act as a mentor and suggest some coding best practices.
8	Can you share any personal experiences where following coding best practices helped you in a project?
9	How do you ensure code reusability and avoid code duplication?
10	How do you ensure code reusability in `JavaScript`? Any specific techniques or patterns?
11	What is your approach to writing modular and loosely coupled code?
12	How do you ensure code modularity and loose coupling in `C#`? Any specific patterns or approaches?
13	What are some ways to optimize `C#` code for performance?
14	Suggest ways to improve the performance of specific parts of code.
15	Can you share some tips for writing efficient and optimized `SQL queries`?
16	Provide some tips for writing efficient code.
17	Can you provide some tips on writing clean and efficient code?
18	Can you share some tips for writing clean and readable code?
19	Share your thoughts on refactoring and code cleanup. How often do you do it and why?
20	What steps do you take to ensure the correctness of your code through testing?
21	How do you maintain version control and collaborate effectively with other developers?
22	What are some `JavaScript` best practices for writing clean and maintainable code?
23	How do you handle errors and exceptions in your code? Any best practices?
24	How do you handle exceptions and errors in `Python`? Any specific best practices?
25	Can you share some tips for effective error handling and exception management in `JavaScript`?
26	How do you document your code effectively? Any tips for writing meaningful comments?
27	Can you share some tips for effective `Python` documentation and writing meaningful docstrings?
28	Can you share some tips for effective `Java` documentation and writing meaningful comments?
29	What are some common security best practices that developers should follow to ensure secure coding?
30	What are some strategies for handling and managing dependencies in your codebase?

ChatGPT Prompts for Code Principles:

	Prompt
1	What are the fundamental principles of clean code and how do they guide your coding practices?
2	Can you explain the `SOLID` principles and how they promote maintainable and flexible code?
3	How do you follow the principle of `single responsibility` and ensure that your functions and classes have a clear and focused purpose?
4	Can you discuss the principle of `separation of concerns` and how it helps in writing modular and loosely coupled code?
5	Can you explain the principle of `design patterns` and how they contribute to writing scalable and maintainable code?
6	How do you apply the `DRY (Don't Repeat Yourself)` principle in your code to avoid duplication and improve maintainability?
7	Can you explain the principle of `favoring composition over inheritance` and how it promotes code reuse and flexibility?
8	How do you apply the principle of `encapsulation` to hide implementation details and provide a clean interface for interacting with your code?
9	Can you explain the principle of `abstraction` and how it helps in managing complexity and improving code maintainability?
10	Can you explain the principle of `defensive programming` and how it helps in handling errors and unexpected situations in your code?
11	Can you discuss the principle of `test-driven development (TDD)` and how it influences your coding practices?
12	How do you apply the principle of `continuous integration and continuous delivery (CI/CD)` in your development process?
13	Can you discuss the principle of `code readability` and how it impacts the maintainability and collaboration of your codebase?
14	How do you apply the principle of `code maintainability` to ensure long-term sustainability and ease of future enhancements?
15	How do you apply the principle of `loose coupling` in your code to enhance flexibility and maintainability?
16	How do you follow the principle of `code reusability` and ensure that your code is modular and easily adaptable?
17	Can you explain the principle of `code modularity` and how it helps in managing complexity and improving code maintainability?
18	How do you ensure the principle of `code simplicity` and avoid unnecessary complexity in your code?
19	Can you discuss the principle of performance optimization and how it impacts the efficiency of your code?
20	How do you ensure the principle of `scalability` in your code to handle growing demands and user base?

NOTE:

ChatGPT - Prompts for Code Review and Debugging

Sandeep Kumar — Sun, 26 May 2024 17:48:50 +0000

Why Code Review and Debugging is important:

Code review and Debugging are crucial in software development. They help identify and fix bugs, improve code quality, enhance software reliability, optimize performance, promote knowledge sharing, ensure adherence to coding standards, and mitigate risks and vulnerabilities.

ChatGPT Prompts for Code Review and Debugging:

Sharing a list of the prompts that can help you to use ChatGPT to review the code and debugging.

Replace the words in block to get the desired result, for example, use your choice of language, i.e., C#, JavaScript, Python, NodeJS, etc.

	Type	Prompt
1	Debug	Can you help me debug this error message from my `C#` program: `[error message]`
2	Debug	Describe the unexpected behavior you are observing in the code and provide any error messages or stack traces for further analysis. `[error message]`
3	Debug	Help me debug this `Python` script that processes a list of objects and suggests possible fixes. `[Enter your code here]`
4	Debug	Highlight any error-handling mechanisms in the code and explain how they are currently handling or failing to handle the encountered issue. `[Enter your code here]`
5	Debug	Debug the given `Java` code. It should perform `[expected behavior]`, but it’s producing `[current behavior]`. `[Enter your code here]`
6	Debug	Debug the following `JavaScript` code: `[Enter your code here]` It’s expected to perform `[expected behavior]` but instead, it’s producing `[current behavior]` when given inputs: `[input examples]`.
7	Issues	Could you find potential issues in this `JavaScript` code: `[Enter your code here]`
8	Issues	Can you identify any bugs in this `C#` code snippet: `[Enter your code here]`
9	Issues	Look over this `PowerShell` script to check if there are any bugs. `[Enter your code here]`
10	Issues	Help me understand why this `JavaScript` function is not working as expected. `[Enter your code here]`
11	Issues	What are the potential issues with this `C++` recursive function: `[Enter your code here]`
12	Issues	Find any potential issues in this `C#` code that processes string array: `[Enter your code here]`
13	Issues	Can you spot the bug in this `Java` function that handles database connection: `[Enter your code here]`
14	Issues	What’s wrong with this `C#` method that suppose to parse a CSV file: `[Enter your code here]`
15	Issues	Find the logic error in this `JavaScript` function that is intended to reverse the array, given these inputs: `[input parameters]`, and expected to produce `[output]`, but currently gives `[incorrect output]`. `[Enter your code here]`
16	Issues	Find potential bugs in the `Python` script that processes `[input type]` and outputs `[output type]`: `[Enter your code here]`
17	Issues	Identify the logic error in this `C#` function intended to check the password strength with these inputs: `[input parameters]` and expected output: `[output]` `[Function Description]`
18	Performance	Can you find any performance issues in this `Java` code: `[Enter your code here]`
19	Performance	Are there any memory leaks in this `C#` code: `[Enter your code here]`
20	Performance	Review the following `C#` function. `[Enter your code here]` Please identify any potential bugs, performance issues, and non-compliance.
21	Performance	Please review the `Java` function for any potential memory leaks or performance issues when processing an Array of a million records.
22	Performance	Find the memory leaks in the following `C#` code and suggest possible optimizations: `[Enter your code here]`
23	Performance	Review the given `Java` code for potential scalability issues: `[Enter your code here]`
24	Performance	Review the algorithms and data structures used in the code to ensure they are optimized for performance. `[Enter your code here]`
25	Review	Review this `C#` function for errors: `[Enter your code here]`
26	Review	Can you review this `C#` function and suggest areas for error handling `[Enter your code here]`
27	Review	Review the following `JavaScript` function and provide suggestions for error handling and potential bottlenecks. `[Enter your code here]`
28	Review	Can you spot any potential problems with this `C#` class definition: `[Enter your code here]`
29	Review	Can you analyze this `Python` code and point out potential errors? `[Enter your code here]`
30	Review	Please review this `Angular` code for style and best practices: `[Enter your code here]`
31	Review	Please review the following `JavaScript` to check if it is following Google Style Guide: `[Enter your code here]`
32	Review	Please review this `JavaScript` code that is supposed to calculate the factorial given the inputs `[input variables]` and return `[output]`: `[Enter your code here]`
33	Security	Are there any security vulnerabilities in this `C#` code: `[Enter your code here]`
34	Security	Identify potential vulnerabilities in the code and propose mitigation strategies: `[Enter your code here]`
35	Security	Analyze the code for any potential security loopholes and suggest ways to address them.: `[Enter your code here]`
36	Security	I am concerned about security issues in this `C#` code. what are your thoughts? `[Enter your code here]`
37	Security	Examine the code for possible security risks and provide recommendations to enhance its security posture. `[Enter your code here]`
38	Security	Inspect the code for any security vulnerabilities and outline steps to remediate them. `[Enter your code here]`
39	Security	Help identify any potential security issues in the following Java code related to cross-site scripting. `[Enter your code here]`
40	Security	Scrutinize the code for any security weaknesses or loopholes and suggest measures to strengthen its security posture. `[Enter your code here]`

NOTE:

ChatGPT - Prompts for Writing and Generating Codes

Sandeep Kumar — Fri, 17 May 2024 16:20:49 +0000

ChatGPT Prompts for Writing and Generating Codes:

Sharing a list of the prompts that can help you to use ChatGPT more efficiently.

Replace the words in block to get the desired result, for example, replace the language with a choice of your language, i.e., C#, JavaScript, Python, NodeJS, etc.

	Initial	Prompt	Example
1	Create	Create a code snippet for a `specific programming task or function`.	Create a code snippet for Checking if a file exists in Python.
2	Create	Create a code snippet for a `specific algorithm or data structure`.	Create a code snippet for Checking for substrings in C#
3	Create	Create a function that `function description` in `language`.	Create a function that merges two lists into a dictionary in JavaScript.
4	Create	Create a `language` function to `task-description`.	Create a C# function to swap two numbers.
5	Create	Create a `language` script to sort an array of `data-type`.	Create a Python script to sort an array of strings.
6	Create	Create a `language` function that converts `data-type A` into `data-type B`.	Create a Java function that converts an integer array into a string array.
7	Create	Create a `language` function to `task-description` with the following inputs: `input-variables`.	Create a JavaScript function to return the sum of the given array with the following inputs: `[17, 18, 15, 19, 14]`.
8	Create	Create a `language` program that reads `input-file-type`, performs `operations`, and then writes the results to `output-file-type` following the format: `describe-format`.	Create a C# program that reads a string array, performs sorting, and then writes the results to a CSV file.
9	Create	Create a `language` script to parse `file-format`, extract `information`, and store the data in `data-structure` with the following requirements: `requirements-list`.	Create a Python script to parse the CSV file, extract the first column, and store the data in a string array with the following requirements: skip the header row.
10	Create	Could you create a `language` function to `task`, which takes in `input-variables` and returns `output`, under these constraints `constraints-list`?	Could you create a C# function to add two numbers, which takes in 2 integers and returns the sum of given numbers?
11	Create	How do I create a class in `language` with these attributes: `attributes-list`?	How do I create a class in C# with custom attributes?
12	Demonstrate	Give me a code snippet demonstrating how to use a `specific library or tool` in `language`.	Give me a code snippet demonstrating how to use HealthChecks in .NET Core.
13	Develop	Develop a `language` script that `describes the functionality`.	Develop a Python script that generates a random and strong password.
14	Develop	Develop a `language` function to perform `task` using `library or methodology` with the inputs: `input-variables`.	Develop a C# function to Zip all the files using the DotNet Zip library with the inputs: array of files.
15	Develop	Develop a `language` program to read `file-type`, perform `operations`, and write the results to `output-format`.	Develop a C# program to read CSV files, skip the header row, and write the results to DataTable.
16	Generate	Generate a program that reads `input-source` and outputs `desired-output` in `language`.	Generate a program that reads an integer array and outputs a reversed array in JavaScript.
17	Generate	Generate a sample code for `specific library or framework` usage.	Generate a sample code for .NET Core SignalR usage.
18	Generate	Generate a sample code for `specific task/algorithm`.	Generate a sample code for Bubble sorting.
19	Generate	Can you generate a `language` code that implements `data structure or algorithm`?	Can you generate a Java code that implements Transpose of a Matrix?
20	Generate	Can you generate a code snippet for `specific algorithm/data structure` in `programming language/technology/framework`?	Can you generate a code snippet for Huffman Encoding in JavaScript?
21	Generate	Come up with a code snippet for a `specific UI component or feature`.	Come up with a code snippet for a Toast component usage in Angular.
22	Implement	Implement a `language` function to handle `task`.	Implement a C# function to handle exceptions.
23	Implement	Implement a `language` program that reads `input` and writes `output`.	Implement a JavaScript program that reads two integer arrays and writes a merged array.
24	Implement	Implement a `language` script that reads `file-format` and stores them in `database`.	Implement a Python script that reads CSV files and stores them in SQLLite.
25	Implement	Implement a `language` API that reads the `input-type` and generates a `output`, and then stores it in `database`.	Implement a Python API that reads the character array, and generates a random key using these characters, and then stores it in SQLite DB.
26	Implement	Implement a `language` algorithm for `task` that takes `input-parameters` and returns the `output`.	Implement a C++ algorithm for recursion that takes an array and returns the Mean of the given array.
27	Implement	Implement a `language` algorithm for `task` using `constraint`.	Implement a C# algorithm for the factorial of a number using recursion.
28	Provide	Provide a `language` code to perform file operations like `file-operations-list`.	Provide a C# code to perform file operations like Open, Read, Write, and Close.
29	Provide	Provide a code snippet for handling `specific error or exception` in `language`.	Provide a code snippet for handling SQL exceptions in C#.
30	Provide	Please provide a code snippet for `specific functionality` in `language/technology/framework`.	Please provide a code snippet for Decimal to Binary Conversion in Java.
31	Provide	Can you provide a `language` script to parse `file-format`?	Can you provide a Python script to parse CSV files?
32	Rewrite	Rewrite this `language` code: `[enter your code here]`	Rewrite this C# code: `[enter your code here]`
33	Rewrite	Rewrite this `language` code using `specific feature or method`: `[enter your code here]`	Rewrite this JavaScript code using recursion: `[enter your code here]`
34	Solve	Can you help me code a `language` algorithm to solve the `problem` given the constraints: `constraints-list`?	Can you help me code a C# algorithm to solve the memory leakage problem?
35	Solve	Come up with a solution that solves `problem-description` in `language` and explain how it works.	Come up with a solution that solves the diamond problem in Java and explain how it works.
36	Want to Act	I want you to act as a web developer and write HTML and CSS code for a `specific type of web page`, with `specific features`.	I want you to act as a web developer and write HTML and CSS code for an accordion, with drag and drop feature.
37	Want to Act	I want you to act as a `language` programmer and create a program that `does something specific` using a `specific library`.	I want you to act as a C# programmer and create a program to create a chatbot using Signalr.
38	Want to Act	I want you to act as a data scientist and write `language` code to `clean, analyze, visualize, or model` a dataset on `a specific topic`.	I want you to act as a data scientist and write R language code to `clean, analyze, visualize, or model` a dataset on `a specific topic`.
39	Want to Act	I want you to act as a mobile app developer and write `language` code to create `a specific feature` for an Android app.	I want you to act as a mobile app developer and write Flutter code to create a notification widget for an Android app.
40	Want to Act	I want you to act as a game developer and write `language` code to create `a specific game mechanic` for a 2D platformer game.	I want you to act as a game developer and write C# code to create `a specific game mechanic` for a 2D platformer game.
41	Want to Act	I want you to act as a code generator and provide a `language/technology/framework` code snippet for a `specific task`.	I want you to act as a code generator and provide a .NET Core code snippet for Swagger implementation.
42	Want to Act	I want you to act as a `language` developer and write a function that takes a `data type` as an input and returns the `output`.	I want you to act as a Python developer and write a function that takes a character array as input and returns the concatenated string.
43	Want to Act	As a web developer, I need you to generate a `number` by `number` grid of HTML divs with a `color` background.	As a web developer, I need you to generate a 10 by 10 grid of HTML divs with a Grey background.
44	Write	Write a program that `program description`.	Write a program that merges 2 arrays.
45	Write	Write a function in `language` to calculate the `mathematical concept`.	Write a function in JavaScript to calculate the random string.
46	Write	Write a `language` program that `performs task` using `library or algorithm`.	Write a C# program that connects to SQL Server using Dapper.
47	Write	Write a `language` script that reads from `data source` and outputs to `data destination`.	Write a Python script that reads from CSV and outputs to an HTML table.
48	Write	Write a `language` script to `perform the operation`.	Write a PowerShell script to automate the API version numbering.
49	Write	Write a `language` script to connect to a database and perform `database operation`.	Write a Python script to connect to a database and perform CRUD operations.
50	Write	Write a `language` script that interacts with `database` and performs `operations`.	Write a Python script that interacts with the database and performs the Delete operation.
51	Write	Write a `language` script to connect to `database` and execute `operation`.	Write a NodeJS script to connect to SQLite and execute CRUD operation.
52	Write	Write a `language` script to parse `file-format`, extract `information`, and store the data in `data structure` following these requirements: `requirements-list`.	Write a NodeJS script to parse CSV, extract data, and store the data in a table following these requirements: `Skip the header row`.
53	Write	Write a `language` function to `calculate a mathematical concept` using `algorithm`. The function should take these inputs: `input-variables` and return `desired-output`.	Write a C# function to find the Fibonacci series of n using recursion. The function should take these inputs: `input-variables` and return `desired-output`.
54	Write	Write a `language` function named `function name` that performs a `task`.	Write a Java function named `ToTitleCase` that converts the string into a Title Case.
55	Write	Write a `language` function to find the `n-th element` in a `data structure`.	Write a C# function to find the `n-th element` in a given array.
56	Write	Please write a `language` function named `function name` to `task`.	Please write a C# function named CalculateFactorial to calculate the factorial.
57	Write	Show me how to write a `language` function that performs `specific task`.	Show me how to write a C# function that performs logging into the database.
58	Write	Write a `language` function for `specific algorithm/data structure`.	Write a JavaScript function for Array Rotation.
59	Write	Write a program `task/algorithm`	Write a program to Check Whether a Character is a Vowel or Consonant
60	Write	Write a program in `language` to `perform file operation`	Write a program in C# to check if the file exists.

NOTE:

DEV Community: Sandeep Kumar

Top Free AI courses to improve your AI skills and elevate your career

Here’s a quick breakdown of each course:

Artificial Intelligence:

Generative AI:

Machine Learning, Deep Learning & Data Science:

Prompt Engineering:

- edX: AI Applications and Prompt Engineering – Learn to create AI applications with prompt engineering in this introductory 1 week online course provided by edX.

ChatGPT - Prompts for Project Management and Software Development Methodologies

Project Management:

ChatGPT Prompts for Project Management:

Software Development Methodologies:

ChatGPT Prompts for Software Development Methodologies:

NOTE:

.NET 8.0 - Securing the API with JWT Bearer Token

Understanding API Authentication Using JWT Bearer Tokens

What is JWT?

Structure of a JWT

Why Use JWT for API Authentication?

How JWT Bearer Token Authentication Works

JWT Implementation Example:

Solution and Project Setup:

Run and Test API:

NOTE:

sandeepkumar17 / AuthDemoApi

NET 8.0 - Authentication API Sample using JWT Bearer Token

.NET 8.0 - Authentication API

Blog

ChatGPT - Prompts to Create Regular Expression

Regular Expression and its usage:

ChatGPT Prompts to Create Regular Expression:

NOTE:

ChatGPT - Prompts to Create Boilerplate Code

Boilerplate Code

ChatGPT Prompts to Create Boilerplate Code:

NOTE:

ChatGPT - Prompts for adding code comments

Why Code Commenting is Important?

ChatGPT Prompts for Code Commenting:

NOTE:

ChatGPT - Prompts for Test Drive Development and Unit Testing

What is Test-driven development (TDD) and why it is Important?

ChatGPT Prompts for Test Drive Development:

ChatGPT Prompts for Unit Testing:

NOTE:

ChatGPT - Prompts for Optimizing Code

Why Code Optimization is Important:

ChatGPT Prompts for Code Optimization:

NOTE:

ChatGPT - Prompts for Explaining Code

Why Code Explaining is Important?

ChatGPT Prompts for Explaining Code:

NOTE:

ChatGPT - Prompts for Coding Best Practices or Principles

Coding Best Practices or Principles Explained:

ChatGPT Prompts for Coding Best Practices:

ChatGPT Prompts for Code Principles:

NOTE:

ChatGPT - Prompts for Code Review and Debugging

Why Code Review and Debugging is important:

ChatGPT Prompts for Code Review and Debugging:

NOTE:

ChatGPT - Prompts for Writing and Generating Codes

ChatGPT Prompts for Writing and Generating Codes:

NOTE:

- edX: AI Applications and Prompt Engineering – Learn to create AI applications with prompt engineering in this introductory 1 week online course provided by `edX`.