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Telegram-канал computer_science_and_programming - Computer Science and Programming

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Channel specialized for advanced topics of: * Artificial intelligence, * Machine Learning, * Deep Learning, * Computer Vision, * Data Science * Python For Ads: @otchebuch & @cobbl, https://telega.io/c/computer_science_and_programming

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Computer Science and Programming

Using GPT-4o for web scraping

TLDR A developer experimented with using GPT-4o's structured outputs for web scraping, creating an AI-assisted web scraper. While the model performed well with simple and complex tables, it struggled with combined rows and generating XPaths. Cost is a concern due to the model's character volume requirements. Future improvements could include better UX through capturing browser events and further refining HTML data cleanup.


🔗 https://blancas.io/blog/ai-web-scraper

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Computer Science and Programming

How does Garbage Collection work?

TLDR Garbage collection is a crucial automatic memory management feature used in many programming languages. Java offers multiple garbage collectors tailored to different scenarios, Python employs reference counting alongside a cyclic collector to handle circular references, and GoLang utilizes a concurrent mark-and-sweep garbage collector to minimize application pauses. Additional topics include tools for designing fault-tolerant systems and key system design trade-offs.


🔗 https://blog.bytebytego.com/p/ep125-how-does-garbage-collection

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Computer Science and Programming

VS Code Setup - Recommended Extensions

TLDR A curated list of recommended Visual Studio Code extensions categorized by their use cases, such as markdown support, general writing, GitHub integration, CSV handling, Japanese language tools, styling and themes, and various utility extensions. Includes a step-by-step guide for easy installation of all listed extensions via an `extensions.json` file.


https://dev.to/ahandsel/vs-code-setup-recommended-extensions-4877

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Computer Science and Programming

Bad questions for Senior Frontend Dev Interview

TLDR The current landscape of technical interviews for Senior Frontend Developers often includes questions that fail to assess practical experience and real-world problem-solving skills. Common questions like the workings of the Event Loop, differences between arrow functions and regular functions, or memory management often focus on rote memorization rather than actual expertise. The post argues for more meaningful, experience-based questions that better evaluate a candidate’s ability to apply theoretical knowledge practically.


🔗 maks-dolgikh/bad-questions-for-senior-frontend-dev-interview-2c94dd937d75" rel="nofollow">https://medium.com/@maks-dolgikh/bad-questions-for-senior-frontend-dev-interview-2c94dd937d75

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Computer Science and Programming

Don’t miss the biggest altcoin surge❗️

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Computer Science and Programming

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Computer Science and Programming

Learn Asynchronous JavaScript

Mastering asynchronous programming is essential for modern JavaScript development, providing efficiencies and responsiveness. A new freeCodeCamp.org YouTube course offers a comprehensive guide, covering synchronous vs asynchronous programming, callbacks, promises, async/await, and the Fetch API. It includes practical projects with APIs like Chuck Norris API, Weather API, and Pokedex API to reinforce learning.


🔗 https://www.freecodecamp.org/news/learn-asynchronous-javascript

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Computer Science and Programming

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Computer Science and Programming

40 Life Lessons I Know at 40 (That I Wish I Knew at 20)

Discover practical lessons on career, health, and relationships shared by Peter Yang, based on his experiences at 40. Highlights include tips on following your curiosity in your career, prioritizing sleep for health, and building strong relationships by being genuinely curious about others and not keeping score. Additionally, advice is offered on maintaining a healthy diet, the importance of exercise, and seeking a calendar you control to balance various life priorities. Reflect on these insights to navigate a more fulfilling life.


🔗 https://creatoreconomy.so/p/40-life-lessons-i-know-at-40-i-wish-i-knew-at-20

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Computer Science and Programming

How to Deploy a Web App

Deploying a web application can be simplified with the right guidance. Kerollos Magdy, a Microsoft software engineer, presents a comprehensive course on the freeCodeCamp.org YouTube channel. The course covers deploying web applications using services like Azure, Render, and MongoDB Atlas. It provides step-by-step instructions, starting with free options and then delving into Azure. It also includes setting up databases, deploying backend services, and integrating frontends, offering a broad understanding of various deployment environments.


🔗 https://www.freecodecamp.org/news/how-to-deploy-a-web-app

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Computer Science and Programming

Bye Bye, Try-Catch Blocks: Meet JavaScript's Safe Assignment Operator Proposal😉

The proposed Safe Assignment Operator (`?=`) in JavaScript aims to simplify error handling by reducing the need for traditional try-catch blocks. This operator transforms function results into a tuple, improving code readability and consistency across APIs. It also automatically handles errors, enhancing security. Inspired by constructs in languages like Go, Rust, and Swift, it supports integration with Promises and async functions and offers customizable error handling via `Symbol.result`.


🔗 https://dev.to/dharamgfx/bye-bye-try-catch-blocks-meet-javascripts-safe-assignment-operator-proposal-1j7

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Computer Science and Programming

Avoiding if-else Hell: The Functional Style

🔗 https://lackofimagination.org/2024/09/avoiding-if-else-hell-the-functional-style/

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Computer Science and Programming

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Computer Science and Programming

Thanks, Arc Browser! Latest Vulnerability Exposes Just How Inefficient Row-Level Security (RLS) Is

🔗 https://www.permit.io/blog/rls-is-not-enough

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Computer Science and Programming

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Computer Science and Programming

What is a Load Balancer?

TLDR A load balancer distributes network or application traffic across multiple servers to ensure availability, reliability, and performance. There are different types of load balancers, including hardware, software, cloud-based, Layer 4, Layer 7, and Global Server Load Balancing. Load balancers improve scalability and help manage large-scale applications efficiently. The post also touches on various design patterns for Kubernetes and highlights a sponsored service by QA Wolf for improved QA cycles.


🔗 https://blog.bytebytego.com/p/ep123-what-is-a-load-balancer

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Computer Science and Programming

Open source tools to boost your productivity

TLDR Open source technology offers alternatives to many proprietary software tools, providing benefits like added transparency, customizability, and security. Highlighted tools include Penpot for design, Cal.com for scheduling, Screenity for screen recording, Jitsi for video conferencing, Nextcloud for cloud storage, Ghost for publishing, and more. Each offers features to help individuals and businesses move away from Big Tech incumbents without compromising productivity.


🔗 https://techcrunch.com/2024/08/11/a-not-quite-definitive-guide-to-open-source-alternative-software/

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Computer Science and Programming

13 Open-Source Google Chrome Extensions I Love and Recommend

TLDR Google Chrome, holding over 60% of the market share, offers a variety of open-source extensions that enhance user experience. This list includes 13 top open-source extensions such as Dark Reader for eye protection, GitOwl to optimize GitHub usage, DuckDuckGo Privacy Essentials for privacy, Simple Translate for multilingual browsing, Page Assist for AI integration, and many more. These extensions serve a wide range of purposes from privacy protection to development tools, all with the added benefit of being open-source.


🔗 https://itsfoss.com/open-source-chrome-extensions/

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Computer Science and Programming

What’s the Difference Between interface and @interface in Java?'

TLDR An interface in Java specifies a behavior that implementing classes must fulfill, containing method signatures without implementations, and supporting abstraction, multiple inheritance, and loose coupling. On the other hand, the @interface is used to define custom annotations that add metadata to code elements for use during compilation or runtime by tools and frameworks. Key annotations like @Retention and @Target further specify how and where these annotations can be applied.


🔗 https://www.baeldung.com/java-interface-vs-annotation

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Computer Science and Programming

How I Use ChatGPT as a Frontend Developer (5 Ways)

TLDR A frontend developer shares five ways to use ChatGPT for optimizing workflow, including formatting JSON, creating UI skeletons, generating random data, working with regular expressions, and finding code solutions. By leveraging ChatGPT, tasks such as creating Material UI skeletons or finding regex solutions become more efficient, saving time and enhancing productivity.


🔗 sumsourabh14/how-i-use-chatgpt-as-a-frontend-developer-5-ways-0494d6f1ab54" rel="nofollow">https://medium.com/@sumsourabh14/how-i-use-chatgpt-as-a-frontend-developer-5-ways-0494d6f1ab54

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Computer Science and Programming

Neumorphism: The new trend in UI design

Neumorphism is a UI design trend blending minimalism and realism to create modern, user-friendly interfaces with depth using shadows and highlights. It merges the simplicity of flat design with the realism of skeuomorphism, offering a balanced approach. While it provides aesthetic appeal and consistency, it poses accessibility challenges that need addressing to meet Web Content Accessibility Guidelines (WCAG). Designers can use strategic visual cues and minimal color schemes to enhance usability and compliance.


🔗 https://blog.logrocket.com/ux-design/neumorphism-new-trend-ui-design

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Computer Science and Programming

How to Design Twitter (X) in a System Design Interview?

Designing a system like Twitter (X) in a system design interview involves outlining core functionalities such as composing and sharing tweets, following users, and favoriting tweets. Non-functional requirements like scalability, high availability, and stability are crucial for handling large-scale operations. Key aspects include capacity estimation, API design, database design, and understanding queries per second (QPS). Employing a structured approach and utilizing tools like Redis for caching, MySQL for data consistency, and Amazon S3 for media storage are essential. Detailed component design includes load balancers, CDNs, and handling failure scenarios to ensure robust system performance.


🔗 https://medium.com/javarevisited/how-to-design-twitter-in-a-system-design-interview-98983c649cc0

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Computer Science and Programming

Good Commit ✅ VS. Bad Commit ❌: Best Practices for Git

Good commits are crucial for maintaining a clean and understandable project history in Git. Characteristics of good commits include being atomic and focused, having descriptive messages, following conventional guidelines, being tested and verified, and being properly scoped. Conversely, bad commits are large and unfocused, have vague or misleading messages, combine unrelated changes, and contain incomplete or untested code. Best practices for good commits involve committing often but meaningfully, writing clear messages, using branches effectively, reviewing and squashing commits, and automating testing.


🔗 https://dev.to/sheraz4194/good-commit-vs-bad-commit-best-practices-for-git-1plc

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Computer Science and Programming

How to Prepare for Coding Interviews in 2024? (with Resources)

In today's competitive job market, preparing for coding interviews requires a systematic approach. Key areas to focus on include Data Structures and Algorithms, High-Level Design (HLD), Low-Level Design (LLD), CS Fundamentals, and Behavioral questions. Utilize resources such as DesignGuru.io, notable books, video channels, and platforms like Leetcode, Codemia, and Pramp for comprehensive preparation. Mock interviews and company-specific preparation are also essential for success.


🔗 https://medium.com/javarevisited/how-to-prepare-for-coding-interviews-in-2024-with-resources-3135861186bf

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Computer Science and Programming

100 FREE Frontend Challenges

The post offers a set of 100 free frontend challenges aimed at improving web development skills, focusing on HTML & CSS, with opportunities to incorporate JavaScript and other frameworks. Each challenge involves recreating a design to build a working website or web app. The goal is to foster a project-based learning approach, encouraging developers to complete all challenges and enhance their chances of landing a web development job.


🔗 https://dev.to/bigsondev/100-free-frontend-challenges-3f0

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Computer Science and Programming

React Mindset: How New React Developers Should Think

React, a prominent JavaScript library for building user interfaces, enhances front-end development through reusable components and efficient UI management. New developers should adopt key principles such as thinking in components, embracing declarative programming, understanding state and props, prioritizing composition over inheritance, managing unidirectional data flow, mastering JSX, using hooks, and testing/debugging early to create modular, scalable, and maintainable applications.


🔗 https://dev.to/ymir/react-mindset-how-new-react-developers-should-think-2cap

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Computer Science and Programming

How to write declarative TypeScript Code?

Declarative programming in TypeScript focuses on defining the desired outcome rather than the specific steps to achieve it. Unlike imperative programming, which details every step and state change, declarative programming relies on abstractions to handle these complexities. An illustrative comparison is made using the example of filtering even numbers from an array, highlighting key differences in control flow, state management, and code focus.


🔗 https://typescript.tv/hands-on/how-to-write-declarative-typescript-code

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Computer Science and Programming

Winamp finally open sources their code, under license preventing forking and source/binary distribution

🐙 https://github.com/WinampDesktop/winamp

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Computer Science and Programming

A New Coding Paradigm: Declarative Domain Programming

🔗 https://medium.com/codex/a-new-coding-paradigm-declarative-domain-programming-cad35a3128fd

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Computer Science and Programming

Tracking supermarket prices with playwright

🔗 https://www.sakisv.net/2024/08/tracking-supermarket-prices-playwright/

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