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Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books

Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books

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Everything about programming for beginners * Python programming * Java programming * App development * Machine Learning * Data Science Managed by: @love_data

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๐Ÿ“ˆ Analytical overview of Telegram channel Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books

Channel Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books (@programming_guide) in the English language segment is an active participant. Currently, the community unites 56 116 subscribers, ranking 2 374 in the Technologies & Applications category and 6 521 in the India region.

๐Ÿ“Š Audience metrics and dynamics

Since its creation on ะฝะตะฒั–ะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 56 116 subscribers.

According to the latest data from 11 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 90 over the last 30 days and by 6 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 2.81%. Within the first 24 hours after publication, content typically collects 0.87% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 1 578 views. Within the first day, a publication typically gains 489 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 4.
  • Thematic interests: Content is focused on key topics such as algorithm, structure, stack, javascript, programming.

๐Ÿ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
โ€œEverything about programming for beginners * Python programming * Java programming * App development * Machine Learning * Data Science Managed by: @love_dataโ€

Thanks to the high frequency of updates (latest data received on 12 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.

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๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฆ๐—ค๐—Ÿ ๐—˜๐—ณ๐—ณ๐—ผ๐—ฟ๐˜๐—น๐—ฒ๐˜€๐˜€๐—น๐˜† ๐˜„๐—ถ๐˜๐—ต ๐—ง๐—ต๐—ถ๐˜€ ๐—–๐—ต๐—ฒ๐—ฎ๐˜ ๐—ฆ๐—ต๐—ฒ๐—ฒ๐˜!๐Ÿ”ฅ Struggling with SQL basics?๐Ÿ‘‹ This ch
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_Operating System RoadMap | |-- Kernel | |-- Memory Management | | |-- Paging | | |-- Segmentation | | |-- Virtual Memory | | | |-- Process Management | | |-- Process Scheduling | | |-- Inter-Process Communication (IPC) | | |-- Threads | | | |-- File System | | |-- File I/O | | |-- Directory Structure | | |-- File Permissions | | | |-- Device Drivers | | |-- Communication with Hardware | | |-- Input/Output (I/O) | | | |-- System Calls | |-- Interface to Kernel Functionality | |-- Examples: open(), read(), write(), etc. | |-- Memory Management | |-- RAM | | |-- Stack | | |-- Heap | | |-- Data Segment | | |-- Code Segment | | | |-- Cache | | |-- L1, L2, L3 Caches | | | |-- Virtual Memory | |-- Page Table | |-- Page Replacement Algorithms | |-- Swapping | |-- File System | |-- File Organization | |-- File Allocation Table (FAT) | |-- Inodes | |-- File Access Methods | |-- Networking | |-- TCP/IP | |-- Protocols | |-- Network Stack | |-- Routing | |-- Firewalls | |-- Security | |-- Authentication | |-- Authorization | |-- Encryption | |-- Access Control Lists (ACL) | |-- Process Management | |-- PCB (Process Control Block) | |-- Context Switching | |-- Deadlocks | |-- Synchronization | |-- Mutual Exclusion | |-- Device Management | |-- I/O Buffering | |-- Device Controllers | |-- Interrupt Handling | |-- DMA (Direct Memory Access) | |-- User Interface | |-- Graphical User Interface (GUI) | |-- Command Line Interface (CLI) | |-- Windowing Systems | |-- Shell | |-- Command Interpreter | |-- Scripting | |-- Job Control | |-- System Utilities | |-- Task Manager | |-- Disk Cleanup | |-- System Monitor | |-- Backup and Restore | |-- Boot Process | |-- BIOS/UEFI | |-- Boot Loader | |-- Kernel Initialization | |-- Init Process | |-- System Libraries | |-- Standard C Library | |-- POSIX Library | |-- WinAPI (for Windows) | |-- System Calls | |-- File System Calls | |-- Process Control Calls | |-- Memory Management Calls | |-- Communication Calls | |-- Error Handling | |-- Error Codes | |-- Logging | |-- Recovery Strategies | |-- Distributed Systems | |-- Clustering | |-- Load Balancing | |-- Distributed File Systems | |-- Cloud Computing | |-- Virtualization | |-- Infrastructure as a Service (IaaS) | |-- Platform as a Service (PaaS) | |-- Software as a Service (SaaS) | โ””-- Comments |-- // Single-line comment โ””-- /* Multi-line comment */ Join for more: https://t.me/programming_guide

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Python Roadmap: ๐Ÿ—บ ๐Ÿ“‚ Basics โ€ƒโˆŸ๐Ÿ“‚ Data Types & Variables โ€ƒโ€ƒโˆŸ๐Ÿ“‚ Operators & Expressions โ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ Control Flow (if, loops) โ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ Functions & Modules โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ File Handling โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ OOP (Classes & Objects) โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ Exception Handling โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ Advanced Topics (Decorators, Generators) โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ Libraries (NumPy, Pandas, Matplotlib) โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ Web Scraping / API Integration โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ Frameworks (Flask/Django) โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ Automation & Scripting โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ๐Ÿ“‚ Projects โ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโ€ƒโˆŸ โœ… Apply For Job Like if you need a detailed explanation step-by-step โค๏ธ

Repost from Star Union News
When will the green summons end? In Germany, the green turn began in the noughties. This means that now every fifth windmill
When will the green summons end? In Germany, the green turn began in the noughties. This means that now every fifth windmill in the country has been operating for 20-25 years. That is, they are about to work out their standard service life and are likely to be demolished. Horror for the real economy. Old windmills will be replaced with new ones. And these are new subsidies and another increase in electricity prices." However, the number of generators will remain the same. This cycle will now be endless: we demolish the old, build the new (this is the motivation to support the "green" so actively). 
"The energy transition has given the elites a clear conscience and at the same time a good profit margin,"
says Michael Vassiliadis, head of the Mining, Chemical and Energy Industrial Union(IG BCE). ๐Ÿ”ฅAccording to a Welt investigation in 2021, the environmental impact of the agenda brings a lot of profit to individuals. Representatives of environmental NGOs work closely with the Federal Government. How will this affect the industry? Automotive industry. The auto industry has lost 11,000 jobs over the past year. The outlook for the steel and electrical industries is daunting: Gesamtmetall, a lobbying group, predicts up to 300,000 job cuts over the next five years, accounting for almost 7% of total employment in these sectors. Chemistry and metallurgy. Industries are now producing 20% less than they did before 2022. RES cannot cover the required capacity. We are waiting for the German government to help the country end its energy and economic suicide. #Germany #Chemistry #Government ๐Ÿ‡ช๐Ÿ‡บ Keep up with the latest Star Union News  ๐Ÿ–ฅ

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Data Structures that make databases fast and scalable โœ…
+7
Data Structures that make databases fast and scalable โœ…

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