Available now! Telegram Research 2025 โ the year's key insights 
Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books
Open in Telegram
Everything about programming for beginners * Python programming * Java programming * App development * Machine Learning * Data Science Managed by: @love_data
Show more๐ 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 56 118 subscribers, ranking 2 374 in the Technologies & Applications category and 6 527 in the India region.
๐ Audience metrics and dynamics
Since its creation on ะฝะตะฒัะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 56 118 subscribers.
According to the latest data from 10 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 89 over the last 30 days and by 1 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 2.65%. 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 1 485 views. Within the first day, a publication typically gains 488 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.
๐ Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
โEverything 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 11 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.
56 118
Subscribers
+124 hours
+317 days
+8930 days
Posts Archive
5 Easy Projects to Build as a Beginner
(No AI degree needed. Just curiosity & coffee.)
โฏ 1. Calculator App
โโข Learn logic building
โโข Try it in Python, JavaScript or C++
โโข Bonus: Add GUI using Tkinter or HTML/CSS
โฏ 2. Quiz App (with Score Tracker)
โโข Build a fun MCQ quiz
โโข Use basic conditions, loops, and arrays
โโข Add a timer for extra challenge!
โฏ 3. Rock, Paper, Scissors Game
โโข Classic game using random choice
โโข Great to practice conditions and user input
โโข Optional: Add a scoreboard
โฏ 4. Currency Converter
โโข Convert from USD to INR, EUR, etc.
โโข Use basic math or try fetching live rates via API
โโข Build a mini web app for it!
โฏ 5. To-Do List App
โโข Create, read, update, delete tasks
โโข Perfect for learning arrays and functions
โโข Bonus: Add local storage (in JS) or file saving (in Python)
React with โค๏ธ for the source code
Python Projects: https://whatsapp.com/channel/0029Vau5fZECsU9HJFLacm2a
Coding Projects: https://whatsapp.com/channel/0029VazkxJ62UPB7OQhBE502
ENJOY LEARNING ๐๐
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Coding is 10% writing code and 90% convincing yourself it makes sense.
Top Libraries & Frameworks by Language ๐๐ป
โฏ Python
โโข Pandas โ Data Analysis
โโข NumPy โ Math & Arrays
โโข Scikit-learn โ Machine Learning
โโข TensorFlow / PyTorch โ Deep Learning
โโข Flask / Django โ Web Development
โโข OpenCV โ Image Processing
โฏ JavaScript / TypeScript
โโข React โ UI Development
โโข Vue โ Lightweight SPAs
โโข Angular โ Enterprise Apps
โโข Next.js โ Full-Stack Web
โโข Express โ Backend APIs
โโข Three.js โ 3D Web Graphics
โฏ Java
โโข Spring Boot โ Microservices
โโข Hibernate โ ORM
โโข Apache Maven โ Build Automation
โโข Apache Kafka โ Real-Time Data
โฏ C++
โโข Boost โ Utility Libraries
โโข Qt โ GUI Applications
โโข Unreal Engine โ Game Development
โฏ C#
โโข .NET / ASP.NET โ Web Apps
โโข Unity โ Game Development
โโข Entity Framework โ ORM
โฏ R
โโข ggplot2 โ Data Visualization
โโข dplyr โ Data Manipulation
โโข caret โ Machine Learning
โโข Shiny โ Interactive Dashboards
โฏ PHP
โโข Laravel โ Full-Stack Web
โโข Symfony โ Web Framework
โโข PHPUnit โ Testing
โฏ Go (Golang)
โโข Gin โ Web Framework
โโข Gorilla โ Web Toolkit
โโข GORM โ ORM for Go
โฏ Rust
โโข Actix โ Web Framework
โโข Rocket โ Web Development
โโข Tokio โ Async Runtime
Coding Resources: https://whatsapp.com/channel/0029VahiFZQ4o7qN54LTzB17
React with โค๏ธ for more useful content
๐ฃ๐ผ๐๐ฒ๐ฟ ๐๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐? ๐ฆ๐๐ฎ๐ฟ๐ ๐๐ฒ๐ฟ๐ฒ!๐
Preparing for a Power BI interview? This reel is your ultimate secret weapon!๐ผโก
๐๐ข๐ง๐ค๐:-
https://pdlink.in/3S1uouf
Save it. Share it. Study it. And walk in preparedโ
๏ธ
Roadmap to learn Network Engineering
Here's a comprehensive guide to mastering the essential skills and knowledge areas:
1. Networking Fundamentals: OSI model, TCP/IP model, and networking devices (routers, switches, hubs, bridges).
2. Network Protocols: Core protocols (TCP, UDP, IP), application layer protocols (HTTP, HTTPS, FTP, DNS, DHCP), and additional protocols (SNMP, ICMP, ARP).
3. Routing and Switching: Routing protocols (OSPF, EIGRP, BGP), switching concepts (VLANs, STP, trunking), and routing techniques.
4. Network Design and Architecture: Network topologies (star, mesh, bus, ring), design principles (redundancy, scalability, reliability), and network types (LAN,
WAN, MAN, WLAN, VLAN).
5. Network Security: Firewalls, VPNs, ACLs, security protocols (SSL/TLS, IPSec), and best practices.
6. Wireless Networking: Wireless standards (IEEE 802.11a/b/g/n/ac/ax), wireless security (WPA2, WPA3), and network design.
7. Cloud Networking: Cloud services (VPC, Direct Connect, VPN), hybrid cloud Networking, and cloud providers (AWS, Azure, Google Cloud).
8. Network Automation and Scripting: Network programmability, automation techniques, and scripting (Python, Bash, PowerShell).
9. Monitoring and Troubleshooting: Network monitoring, troubleshooting techniques (ping, traceroute, network diagrams), and performance monitoring (NetFlow, SNMP).
10. Virtualization and Container Networking: Virtual network functions (NFV), software-defined networking (SDN), and container networking (Docker, Kubernetes).
11. Certifications: Entry-level (CompTIA Network+, Cisco CCNA), professional-level (Cisco CCNP, Juniper JNCIP), advanced-level (Cisco CCIE, VMware VCP-NV).
Repost from Data Analytics
๐ ๐ฎ๐๐๐ฒ๐ฟ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ & ๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐ณ๐ผ๐ฟ ๐๐ฟ๐ฒ๐ฒ ๐๐ถ๐๐ต ๐ ๐ถ๐ฐ๐ฟ๐ผ๐๐ผ๐ณ๐ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐ฃ๐ฎ๐๐ต๐๐
Want to level up your Data Analytics & Machine Learning gameโfor FREE?๐ฅ
These official Microsoft learning paths are your shortcut to building practical, job-ready skills. ๐ง ๐ป
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Because your future job in data isnโt going to wait. Why should you? ๐ฅ
+5
List Slicing in Python ๐
+9
Frequently asked Java Programs
๐ง๐ผ๐ฝ ๐ ๐ก๐๐ ๐๐ถ๐ฟ๐ถ๐ป๐ด ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐๐ ๐
- Amazon
- Infosys
- PwC
- Genpact
- Deloitte
Qualification :- Any Graduate
๐๐๐ ๐ข๐ฌ๐ญ๐๐ซ & ๐๐ฉ๐ฅ๐จ๐๐ ๐๐จ๐ฎ๐ซ ๐๐๐ฌ๐ฎ๐ฆ๐๐:-
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Enter your experience & Complete The Registration Process
Select the company name & Apply for jobs๐ซ
๐จ BE CAREFUL! BITCOIN WILL BE GONE SOON!
Trader Lisa, who knew in advance about the fall of $LUNA now told about the fall of bitcoin.
She opened her channel to everyone for a couple days, after that it will close and become a paid channel. Be sure to subscribe ๐
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๐ JavaScript vs. Python
Repost from SQL Programming Resources
๐ฑ ๐๐ฟ๐ฒ๐ฒ ๐ฅ๐ฒ๐๐ผ๐๐ฟ๐ฐ๐ฒ๐ ๐ง๐ต๐ฎ๐โ๐น๐น ๐ ๐ฎ๐ธ๐ฒ ๐ฆ๐ค๐ ๐๐ถ๐ป๐ฎ๐น๐น๐ ๐๐น๐ถ๐ฐ๐ธ.๐
SQL seems tough, right? ๐ฉ
These 5 FREE SQL resources will take you from beginner to advanced without boring theory dumps or confusion.๐
๐๐ข๐ง๐ค๐:-
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Master it with ease. ๐ก
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Join our community and get daily placement questions, mock tests, resume reviews, expert interviews and peer support - everything you need to crack recruitment tests and kickstart your career! ๐ผ
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Start your journey today! ๐ฅ
List of topics you need to cover if you're preparing for Java Interviews based on current Job market:
1. Core Java Fundamentals (Refer to already posted topics)
2. Advanced Java
- Design Patterns
- Multithreading
- Java Memory Model
- Performance Optimization
- Reflection & Dynamic Proxies
3. Spring Framework
- Spring core concepts
- Spring boot
- Spring Data JPA
- Spring Security
- Spring cloud
- Spring webflux
4. Hibernate
5. Testing (JUnit, Mockito, Integration, Functional, Performance Testing)
6. Build Tools (Maven / Gradle)
7. Logging
8. RDBMS, NoSQL DBs
9. WebSecurity Concepts
10. REST API concepts
11. CI/CD (Jenkins, GitHub Actions)
12. Containerization (Docker, Kubernetes)
13. Version Control (GitHub)
14. Monitoring (Grafana, ELK Stack etc)
15. Cloud (AWS, Azure, GCP (Very rare) )
16. Spring boot microservices
16. Messaging systems
17. Caching Strategies
18. System Design
19. Data Structures
20. Algorithms
21. Agile Methodologies
22. Behavioral questions
๐ฒ ๐๐ฟ๐ฒ๐ฒ ๐ง๐ฒ๐ฐ๐ต ๐๐ผ๐๐ฟ๐๐ฒ๐ - ๐ญ๐ฌ๐ฌ% ๐๐ฅ๐๐ ๐
Level up your tech career without spending a rupee
- Cybersecurity
- EthicalHacking
- Python
- Web Development
- C Programming
- Android Development
๐๐ข๐ง๐ค๐:-
https://pdlink.in/42V73k4
All The Bestโ
๏ธ
Don't overwhelm to learn JavaScript, JavaScript is only this much
1.Variables
โข var
โข let
โข const
2. Data Types
โข number
โข string
โข boolean
โข null
โข undefined
โข symbol
3.Declaring variables
โข var
โข let
โข const
4.Expressions
Primary expressions
โข this
โข Literals
โข []
โข {}
โข function
โข class
โข function*
โข async function
โข async function*
โข /ab+c/i
โข string
โข ( )
Left-hand-side expressions
โข Property accessors
โข ?.
โข new
โข new .target
โข import.meta
โข super
โข import()
5.operators
โข Arithmetic Operators: +, -, *, /, %
โข Comparison Operators: ==, ===, !=, !==, <, >, <=, >=
โข Logical Operators: &&, ||, !
6.Control Structures
โข if
โข else if
โข else
โข switch
โข case
โข default
7.Iterations/Loop
โข do...while
โข for
โข for...in
โข for...of
โข for await...of
โข while
8.Functions
โข Arrow Functions
โข Default parameters
โข Rest parameters
โข arguments
โข Method definitions
โข getter
โข setter
9.Objects and Arrays
โข Object Literal: { key: value }
โข Array Literal: [element1, element2, ...]
โข Object Methods and Properties
โข Array Methods: push(), pop(), shift(), unshift(),
splice(), slice(), forEach(), map(), filter()
10.Classes and Prototypes
โข Class Declaration
โข Constructor Functions
โข Prototypal Inheritance
โข extends keyword
โข super keyword
โข Private class features
โข Public class fields
โข static
โข Static initialization blocks
11.Error Handling
โข try,
โข catch,
โข finally (exception handling)
ADVANCED CONCEPTS
12.Closures
โข Lexical Scope
โข Function Scope
โข Closure Use Cases
13.Asynchronous JavaScript
โข Callback Functions
โข Promises
โข async/await Syntax
โข Fetch API
โข XMLHttpRequest
14.Modules
โข import and export Statements (ES6 Modules)
โข CommonJS Modules (require, module.exports)
15.Event Handling
โข Event Listeners
โข Event Object
โข Bubbling and Capturing
16.DOM Manipulation
โข Selecting DOM Elements
โข Modifying Element Properties
โข Creating and Appending Elements
17.Regular Expressions
โข Pattern Matching
โข RegExp Methods: test(), exec(), match(), replace()
18.Browser APIs
โข localStorage and sessionStorage
โข navigator Object
โข Geolocation API
โข Canvas API
19.Web APIs
โข setTimeout(), setInterval()
โข XMLHttpRequest
โข Fetch API
โข WebSockets
20.Functional Programming
โข Higher-Order Functions
โข map(), reduce(), filter()
โข Pure Functions and Immutability
21.Promises and Asynchronous Patterns
โข Promise Chaining
โข Error Handling with Promises
โข Async/Await
22.ES6+ Features
โข Template Literals
โข Destructuring Assignment
โข Rest and Spread Operators
โข Arrow Functions
โข Classes and Inheritance
โข Default Parameters
โข let, const Block Scoping
23.Browser Object Model (BOM)
โข window Object
โข history Object
โข location Object
โข navigator Object
24.Node.js Specific Concepts
โข require()
โข Node.js Modules (module.exports)
โข File System Module (fs)
โข npm (Node Package Manager)
25.Testing Frameworks
โข Jasmine
โข Mocha
โข Jest
๐๐ฅ๐๐ ๐ข๐ณ๐ณ๐น๐ถ๐ป๐ฒ ๐๐ฒ๐บ๐ผ ๐๐น๐ฎ๐๐ ๐๐ป ๐๐๐ฑ๐ฒ๐ฟ๐ฎ๐ฏ๐ฎ๐ฑ๐
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๐๐ถ๐ด๐ต๐น๐ถ๐ด๐ต๐๐ฒ๐:-
- Get hands-on coding experience
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- 60 hiring drives each month
๐๐ผ๐ผ๐ธ ๐ฎ ๐๐ฅ๐๐ ๐ข๐ณ๐ณ๐น๐ถ๐ป๐ฒ ๐๐ฒ๐บ๐ผ๐:-
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(Students in HYDERABAD & Nearby Cities Only!)
--- Git Commands ---
๐๏ธ git init | Initialize a new Git repository
๐ git clone | Clone a repository
๐ git status | Check the status of your repository
โ git add | Add a file to the staging area
๐ git commit -m "message" | Commit changes with a message
๐ git push | Push changes to a remote repository
โฌ๏ธ git pull | Fetch and merge changes from a remote repository
--- Branching ---
๐ฟ git branch | List branches
๐ฑ git branch | Create a new branch
๐ git checkout | Switch to a branch
๐ง git merge | Merge a branch into the current branch
๐ git rebase | Reapply commits on top of another base branch
--- Undo & Fix Mistakes ---
๐ git reset --soft HEAD~1 | Undo last commit but keep changes
๐ซ git reset --hard HEAD-1 | Undo last commit and discard changes
โช git revert | Create a new commit that undoes changes from a specific commit
--- Logs & History ---
๐ git log | Show commit history
๐ git log --oneline --graph --all | Pretty graph of commit history
--- Stashing ---
๐ git stash | Save changes without committing
๐ญ git stash pop | Apply stashed changes and remove them from stash
--- Remote & Collaboration ---
๐ git remote -v | View remote repositories
๐ก git fetch | Fetch changes without merging
๐ต๏ธ git diff | Compare changes
