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Dev
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🚀 60+ New GitHub Repositories That Could Inspire Your Next Project (Dec 27, 2024)
- Python Textual – Neovim Plugin for .tcss Files
- Minimal, self-hosted exercise tracker
- Comprehensive Python Cheatsheet
- UniCoreFW-PY
- Twice – Reminder for Thinking Twice Before Social Media in Browser
- Asak – cross-platform audio recording/playback CLI tool written in Rust
- List of judging opportunities to help with O-1 visa / EB-1 green card
- NeatShift – Organize Windows Files with Symbolic Links
- I've Made a Modern Feed Reader App with Tauri
- Tysm, a Rust crate for using ChatGPT with Structured Outputs
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Dev
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Push to multiple GitHub accounts!
- Generate separate SSH keys for each GitHub account
- Add SSH keys to the agent
- List existing SSH keys
- Add the public keys to GitHub accounts and configure SSH aliases
- Test SSH keys and clone repositories
- Update existing repository's remote and push code from your code editor
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Dev
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200
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Part 16: Building Your Own AI - Building an End-to- End AI Project: A Case Study
- Bringing an AI project to life involves integrating multiple concepts into a seamless pipeline.
- The key steps in building an end-to-end AI project include defining the project, data collection and preparation, building the model, training the model, evaluating the model, deployment, and monitoring and updating.
- For this case study, an image classifier that distinguishes between cats and dogs is built.
- The process involves selecting a real-world problem, gathering and preprocessing the data, selecting and implementing the model using TensorFlow/Keras, training and evaluating the model, saving and deploying the model using Flask, and hosting it on platforms like Heroku or AWS Lambda.
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Medium
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422
Discover What Happens When AI Meets Blockchain!
- Lightchain AI combines AI and blockchain to address challenges in the blockchain space.
- The platform offers real-world utility in various sectors with increased transparency and security.
- The marriage of AI and decentralized systems revolutionizes the digital asset landscape.
- Lightchain AI's integration of AI with blockchain influences investor strategies and market expectations.
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Medium
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Artificial Intelligence (AI) in Software Development Automation
- Artificial intelligence (AI) has significantly impacted software development, automating processes and enhancing efficiency.
- AI in software development streamlines processes, reduces errors, and increases productivity.
- Automation of tasks such as code generation, bug detection, and testing saves time and effort.
- AI simplifies software testing, allowing real-time error detection and improving software design.
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Dev
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213
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Setting Up a Node.js Backend for Your React Application
- Combining a React frontend with a Node.js backend is a common and powerful setup for building full-stack web applications.
- Prerequisites: Node.js and npm/yarn should be installed.
- Steps to set up the backend: Initialize the Node.js backend, set up the Express server, connect the React frontend, configure a proxy for API calls, add an API endpoint, connect to a database (optional), and deploy the application.
- Setting up a Node.js backend for a React application provides a robust full-stack development environment.
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Medium
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38
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Day 27: Dawn of a New Project | 31 Days of Creating Series
- The author had a negative experience of being ghosted after an interview for a UX Designer position requiring Mandarin Chinese skills.
- This experience led the author to question their Mandarin proficiency and sparked the idea of creating a language learning app.
- The author conducted informal conversations with friends learning foreign languages and gained insights into their experiences and pain points.
- Keywords research using Google Trends and ahref was conducted to validate the potential demand for the app.
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Medium
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115
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Enumerated Types: Simplifying the Code
- Enums are used in many programming languages to simplify code by defining a set of named integral constants.
- Enumerated types provide better code readability by replacing ambiguous values with meaningful names.
- For example, instead of using integers or strings, enums allow the use of Day.MONDAY to represent Monday.
- Enums are particularly useful when there is a variable that can be assigned one of a few possible predefined values.
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Dev
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414
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Role-Based Access Control in NestJS
- Role-based authorization in NestJS allows for assigning permissions based on roles.
- The process involves installing dependencies, defining roles, creating custom guards and decorators, and applying them globally or locally.
- Authentication middleware is used to identify a user's roles during the authentication process.
- By following these steps, developers can implement role-based authorization in NestJS to secure their applications.
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Dev
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10 Rare HTML Attributes You Should Know About
- HTML is full of hidden gems that many developers often look past.
- Attributes in HTML provide additional information about the elements of HTML.
- Here are 10 rare HTML attributes you should know about:
- 1. Hidden: Used to hide an element on the web page without removing it from the DOM.
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Hackernoon
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Stand Out From Other Developers By Contributing to Open Source
- Creating something of your own like a library, blog or framework demonstrates your professionalism and engagement in the field of information technology.
- Identifying and solving real problems is what counts the most when it comes to creating something that may stand out among other products.
- Creating something new provides an opportunity for gaining valuable experience and expressing your passion in a productive way.
- Creating something new does not have to be a groundbreaking idea, nor is it essential to be first, just addressing solutions to already existing issues adequately.
- The author developed an open-source library to facilitate project development that aims to track input events from the keyboard and mouse to reduce the need for P/Invoke calls.
- During development, the author released several small updates, communicated with users for feedback and also took advantage of community contribution to developing the library.
- Open-source development presents an opportunity to meet other programmers and expand your professional network with programmers from different regions.
- The author plans to release a full version of the library with more features and decoupling it from specific UI frameworks.
- Engaging in open-source development can be an exciting experience and positive for personal and professional growth.
- Those interested in open-source development should check out the guide provided in the article.
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Dev
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141
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How to Deploy a Web App with CI/CD Pipelines on Azure App Service
- Azure App Service provides a fully managed platform for building, deploying, and scaling web applications.
- By leveraging CI/CD pipelines with Azure DevOps, you can automate your build and release processes, ensuring faster and more reliable deployments.
- The process involves setting up Azure App Service, configuring the local development environment, initializing a Github repository, and deploying the application using Azure DevOps.
- By following these steps, you can set up an automated CI/CD pipeline for your web app, enabling efficient and reliable deployments on Azure App Service.
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Dev
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337
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How AI Models Adapt to Changing Environments: Real-World Insights
- Artificial intelligence (AI) models must possess abilities beyond their initial training if they are to be successfully deployed in fast-changing, dynamic settings; they must be able to adapt continuously to new demands and contexts.
- Present AI models are often trained on static datasets optimized for specific tasks then deployed without further learning.
- If changes in the environment occur, the models will begin to perform less well or even become obsolete.
- To overcome that major weakness, continual learning or lifelong learning has been developed; this model learns new tasks in sequence without forgetting the previously learned information.
- Other techniques include transfer and fine-tuning learning, involving pre-training an AI model on a general dataset, so that it can be trained on more specific, smaller datasets.
- Reinforcement learning (RL) sees the model learn through trial and error by interacting with the environment and using feedback derived from those interactions.
- Meta-learning or learning to learn, where the model is taught how to learn efficiently from a range of larger tasks.
- Adversarial learning is where two different AI models are used, generating realistic samples of data while distinguishing between real and generated samples to force the initial generator model to adapt to the discriminant model's scrutiny.
- The ability to adapt to changing environments and contexts is essential to the successful deployment of AI models in real-world situations where there may be shifting conditions and unforeseen challenges.
- Adaptive AI can benefit a range of industries, from healthcare and finance to agriculture and manufacturing.
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Medium
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183
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Chain of Thought Prompting
- Chain of thought prompting is an AI technique that breaks difficult problems into small steps for improved problem-solving and decision-making.
- It allows AI systems to provide step-by-step reasoning instead of one-step answers.
- This method enhances transparency and accuracy, making users understand the reasoning behind AI's responses and building trust in the system.
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Dev
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333
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WICK-A11Y 1.4.0: Not Everything Needs to Fail a Test!
- The wick-a11y plugin version 1.4.0 introduces the ability to configure impact levels separately, distinguishing between test failures and warnings.
- The new version includes the onlyWarnImpacts option for the cy.checkAccessibility() command, allowing for warnings without failing the test.
- The release also ensures compatibility with Allure reports by replacing the move task with a copy task for screenshots.
- Overall, the wick-a11y plugin enhances control over accessibility violations and improves integration with reporting tools.
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