Computer Science and Programming
Channel specialized for advanced topics of: * Artificial intelligence, * Machine Learning, * Deep Learning, * Computer Vision, * Data Science * Python Admin: @otchebuch Memes: @memes_programming Ads: @Source_Ads, https://telega.io/c/computer_science
Show moreπ Analytical overview of Telegram channel Computer Science and Programming
Channel Computer Science and Programming (@computer_science_and_programming) in the English language segment is an active participant. Currently, the community unites 142 801 subscribers, ranking 815 in the Technologies & Applications category and 86 in the Italy region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 142 801 subscribers.
According to the latest data from 12 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -1 293 over the last 30 days and by -25 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 5.74%. Within the first 24 hours after publication, content typically collects 1.81% reactions from the total number of subscribers.
- Post reach: On average, each post receives 8 196 views. Within the first day, a publication typically gains 2 581 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 16.
- Thematic interests: Content is focused on key topics such as sellerflash, github, developer, pricing, waybienad.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βChannel specialized for advanced topics of:
* Artificial intelligence,
* Machine Learning,
* Deep Learning,
* Computer Vision,
* Data Science
* Python
Admin: @otchebuch
Memes: @memes_programming
Ads: @Source_Ads,
https://telega.io/c/computer_sc...β
Thanks to the high frequency of updates (latest data received on 13 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.
TLDR The Clean Architecture is a way of separating responsibilities and parts of functionality according to their proximity to the application domain. It is often referred to as a three-layer architecture, because the functionality in it is divided into layers. In this post we'll talk about what the clean architecture is in general and get familiar with such concepts as domain, use case and application layers. Then we'll discuss how this applies to the frontend and whether it's worth it at all.π https://dev.to/bespoyasov/clean-architecture-on-frontend-4311
TLDR Java 24, a short-term JDK release scheduled for March 2025, will introduce 24 new features, including experimental, incubator, preview, and permanent JEPs. Key highlights include the Generational Shenendoah garbage collector and compact object headers. Java 24 will be replaced by long-term support Java 25 in September 2025.π https://www.jrebel.com/blog/whats-new-java-24
TLDR The post discusses a more efficient way to handle conditional rendering in React applications. Instead of using multiple if-else blocks or ternary operators, it suggests grouping user actions into an object and rendering based on the object's keys. This method is easier to read, debug, and update while reducing the overall code. It also covers handling undefined user types with a default key and using the null coalescing operator to ensure correct rendering.π https://dev.to/abdoseadaa/stop-rendering-conditions-like-this-imo
TLDR JavaScript Temporal is being introduced to simplify and modernize date and time handling in web development. It overcomes the limitations of the existing Date object by supporting time zones, reliable parsing, and various calendar systems. Temporal provides numerous methods for conversions, comparisons, computations, and formatting. Experimental implementations are appearing in some browsers, with detailed documentation available on MDN.π https://developer.mozilla.org/en-US/blog/javascript-temporal-is-coming
TLDR While job hopping is often seen as a fast track to higher pay and promotions early in a career, it may hinder growth at senior levels. At Staff+ positions, influence and credibility built within a company are key to advancement. Switching companies frequently resets these, slowing progress. Calculated career moves are essential later in your career to maintain momentum and minimize risk.π https://www.developing.dev/p/when-job-hopping-doesnt-make-sense
TLDR Wave Terminal is an open-source, cross-platform terminal that allows users to render anything inline, save sessions and history, and edit code on local or remote machines. It also provides features such as viewing Markdown, CSV, and JSON inline, image preview, workspaces, persistent sessions, and universal history. Wave Terminal is designed for extensibility and is open-source.π https://www.waveterm.dev/
TLDR The author discusses their journey from using traditional Integrated Development Environments (IDEs) to adopting lightweight text editors such as NeoVIM and Helix. They highlight the efficiency, lack of distractions, and the closer connection to code that these terminal-based editors offer compared to modern feature-rich IDEs. They conclude by emphasizing the importance of reducing 'noise' between the developer and the code, allowing for better mental representation and continuous code improvement.π https://medium.com/codex/why-ive-abandoned-ides-8967d12ecde7
TLDR Delivering quality software swiftly is essential in modern development. Continuous Integration and Continuous Delivery (CI/CD) pipelines help teams integrate code frequently and deploy it automatically, preventing integration issues and ensuring a reliable release cycle. Key stages in a CI/CD pipeline include source, build, test, and deploy. Popular CI/CD tools include GitHub Actions, Jenkins, TeamCity, CircleCI, and Azure DevOps. Optimizing your CI/CD pipeline involves identifying bottlenecks, streamlining builds, improving test efficiency, and leveraging caching. Choosing the right CI/CD platform depends on factors such as cloud-based versus self-hosted options, user-friendliness, and integration capabilities.π https://newsletter.techworld-with-milan.com/p/what-is-cicd-pipeline
TLDR Creating copies of objects and arrays in JavaScript can be challenging, as developers need to choose between shallow copies and deep copies. Shallow copies duplicate only top-level properties and share references for nested objects, whereas deep copies create entirely independent duplicates of all properties. Shallow copies are faster and suitable for flat structures, while deep copies are necessary for complex or nested objects. Understanding these differences is key to avoiding unintended side effects and performance issues in your code.π https://dev.to/hkp22/javascript-shallow-copy-vs-deep-copy-examples-and-best-practices-3k0a
TLDR This guide provides a comprehensive roadmap for aspiring frontend developers in 2025, covering essential skills such as understanding web basics, setting up a coding workspace, HTML, CSS, JavaScript, version control with Git and GitHub, and learning popular frameworks like React. It also includes bonus skills like advanced JavaScript techniques, TypeScript, automated testing, and hosting options, all designed to help developers stand out.π https://levelup.gitconnected.com/frontend-developer-roadmap-2025-the-complete-guide-b209a9c3a22b
Oumi is a fully open-source platform that streamlines the entire lifecycle of foundation models - from data preparation and training to evaluation and deployment. Whether you're developing on a laptop, launching large scale experiments on a cluster, or deploying models in production, Oumi provides the tools and workflows you need.π» https://github.com/oumi-ai/oumi
Why the obsession with being a coding Swiss Army knife is sabotaging careers β and how to reclaim your superpowerπ https://medium.com/mr-plan-publication/the-full-stack-lie-how-chasing-everything-made-developers-worse-at-their-jobs-8b41331a4861
Available now! Telegram Research 2025 β the year's key insights 
