Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books
Everything about programming for beginners * Python programming * Java programming * App development * Machine Learning * Data Science Managed by: @love_data
Показати більше📈 Аналітичний огляд Telegram-каналу Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books
Канал Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books (@programming_guide) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 56 044 підписників, посідаючи 2 285 місце в категорії Технології та додатки та 6 051 місце у регіоні Індія.
📊 Показники аудиторії та динаміка
З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 56 044 підписників.
За останніми даними від 15 вересня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на -156, а за останні 24 години на 9, загальне охоплення залишається високим.
- Статус верифікації: Не верифікований
- Рівень залученості (ER): Середній показник залученості аудиторії становить 1.68%. Протягом перших 24 годин після публікації контент зазвичай збирає 0.68% реакцій від загальної кількості підписників.
- Охоплення публікацій: В середньому кожен допис отримує 943 переглядів. Протягом першої доби публікація в середньому набирає 381 переглядів.
- Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 4.
- Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як algorithm, structure, stack, javascript, programming.
📝 Опис та контентна політика
Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“Everything about programming for beginners
* Python programming
* Java programming
* App development
* Machine Learning
* Data Science
Managed by: @love_data”
Завдяки високій частоті оновлень (останні дані отримано 16 вересня, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Технології та додатки.
Триває завантаження даних...
| Дата | Залучення підписників | Згадування | Канали | |
| 15 вересня | +12 | |||
| 14 вересня | +17 | |||
| 13 вересня | +8 | |||
| 12 вересня | +19 | |||
| 11 вересня | +6 | |||
| 10 вересня | 0 | |||
| 09 вересня | +2 | |||
| 08 вересня | +7 | |||
| 07 вересня | 0 | |||
| 06 вересня | 0 | |||
| 05 вересня | 0 | |||
| 04 вересня | +1 | |||
| 03 вересня | +9 | |||
| 02 вересня | 0 | |||
| 01 вересня | 0 |
| 2 | 🎓 𝗧𝗼𝗽 𝗜𝗻-𝗗𝗲𝗺𝗮𝗻𝗱 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗶𝗻 𝟮𝟬𝟮𝟲 🔥
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| 7 | 𝗧𝗼𝗽 𝟱 𝗙𝗥𝗘𝗘 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘁𝗼 𝗞𝗶𝗰𝗸𝘀𝘁𝗮𝗿𝘁 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗖𝗮𝗿𝗲𝗲𝗿 📊
Want to start a career in Data Science without spending money?
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| 12 | Steps to 𝐆𝐞𝐭 𝐈𝐧𝐭𝐞𝐫𝐯𝐢𝐞𝐰 𝐂𝐚𝐥𝐥𝐬 from LinkedIn:
1. 𝐀𝐩𝐩𝐥𝐲 𝐃𝐚𝐢𝐥𝐲: Submit applications for 30-40 jobs daily to increase visibility.
2. 𝐃𝐢𝐯𝐞𝐫𝐬𝐢𝐟𝐲 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬: Apply for various job types, not just "easy apply" options.
3. 𝐀𝐩𝐩𝐥𝐲 𝐏𝐫𝐨𝐦𝐩𝐭𝐥𝐲: Turn on job alerts and apply as soon as positions are posted.
4. 𝐒𝐞𝐞𝐤 𝐑𝐞𝐟𝐞𝐫𝐫𝐚𝐥𝐬: For dream companies, quickly request referrals from employees. Connect with several people for better chances.
5. 𝐁𝐞 𝐃𝐢𝐫𝐞𝐜𝐭 𝐟𝐨𝐫 𝐑𝐞𝐟𝐞𝐫𝐫𝐚𝐥s: Don't start with "Hi" or "Hello". Send a cold message (short and crisp) with what you need and the job link. If you get a response, you can share your resume for referral. Follow up after one day if needed.
6. 𝐀𝐩𝐩𝐥𝐲 𝐖𝐢𝐭𝐡𝐢𝐧 𝐄𝐥𝐢𝐠𝐢𝐛𝐢𝐥𝐢𝐭𝐲: Only apply or seek referrals for roles where you meet the qualifications (or close enough).
7. 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐞 𝐘𝐨𝐮𝐫 𝐏𝐫𝐨𝐟𝐢𝐥𝐞: Build a network of 500+ connections, update experiences, use a professional photo, and list relevant skills.
8. 𝐂𝐨𝐧𝐧𝐞𝐜𝐭 𝐰𝐢𝐭𝐡 𝐑𝐞𝐜𝐫𝐮𝐢𝐭𝐞𝐫𝐬: After applying, connect with job posters and recruiters, and send your CV with a cold message (short and crisp).
9. 𝐄𝐧𝐡𝐚𝐧𝐜𝐞 𝐕𝐢𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐲: Keep your profile visible, send connection requests, and share relevant content.
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11. 𝐄𝐧𝐠𝐚𝐠𝐞 𝐰𝐢𝐭𝐡 𝐂𝐨𝐧𝐭𝐞𝐧𝐭: Like, comment, and share posts to stay visible and expand your network.
12. 𝐒𝐡𝐨𝐰𝐜𝐚𝐬𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: Publish articles or posts about your field to attract potential employers.
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14. 𝐔𝐩𝐝𝐚𝐭𝐞 𝐇𝐞𝐚𝐝𝐥𝐢𝐧𝐞 𝐚𝐧𝐝 𝐒𝐮𝐦𝐦𝐚𝐫𝐲: Reflect your current role, skills, and aspirations with relevant keywords.
15. 𝐑𝐞𝐪𝐮𝐞𝐬𝐭 𝐑𝐞𝐜𝐨𝐦𝐦𝐞𝐧𝐝𝐚𝐭𝐢𝐨𝐧𝐬: Get endorsements from colleagues, managers, and clients.
16. 𝐅𝐨𝐥𝐥𝐨𝐰 𝐂𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬: Stay updated on job openings and company news by following your target companies. | 904 |
| 13 | 🚀 𝗠𝗮𝘀𝘁𝗲𝗿 𝗜𝗻-𝗗𝗲𝗺𝗮𝗻𝗱 𝗧𝗲𝗰𝗵 𝗦𝗸𝗶𝗹𝗹𝘀 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 𝗶𝗻 𝟮𝟬𝟮𝟲 🔥
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| 14 | ✅ Python Roadmap: Beginner to Advanced 🐍💡
1️⃣ Basics
• Syntax, indentation
• Variables & data types
• Operators (arithmetic, logical, comparison)
• Input/output
• Comments
2️⃣ Control Flow
• if, elif, else
• for loops
• while loops
• break, continue, pass
3️⃣ Data Structures
• Lists, Tuples, Sets, Dictionaries
• List comprehensions
• Nested structures
4️⃣ Functions
• def, return
• Arguments (default, args, *kwargs)
• Scope (local vs global)
• Lambda functions
5️⃣ Strings & File Handling
• String methods
• f-strings
• Reading/writing text and CSV files
6️⃣ Modules & Packages
• import, from-import
• Python Standard Library (math, random, datetime, os)
• Creating your own module
7️⃣ Error Handling
• try-except
• finally, raise
• Custom exceptions
8️⃣ Object-Oriented Programming (OOP)
• Classes & objects
• init, self
• Inheritance
• Encapsulation & polymorphism
9️⃣ Advanced Concepts
• Iterators & generators
• Decorators
• Context managers
• Regular expressions
• Comprehensions (dict, set)
🔟 Working with Libraries
• NumPy, Pandas
• Matplotlib, Seaborn
• Requests, BeautifulSoup (web scraping)
1️⃣1️⃣ Web Development
• Flask or Django basics
• Routing, templates
• REST APIs
1️⃣2️⃣ Data Science / ML Intro
• Jupyter notebooks
• Scikit-learn basics
• Model training & evaluation
1️⃣3️⃣ Automation & Scripting
• Automate files, emails, or browser (Selenium)
• Schedule scripts
Project Ideas:
• Calculator
• Web scraper
• To-do app
• API backend
• Data dashboard
💬 Tap ❤️ for more!
-----
1.59 ₽ · /balance_help | 871 |
| 15 | 🚀 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲 𝗢𝗻 𝗔𝘇𝘂𝗿𝗲 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 ☁️
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🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
https://pdlink.in/3UyljxK
🎓 Perfect for Students • Freshers • Data Science Aspirants • AI/ML Learners • Working Professionals | 703 |
| 16 | 𝗣𝗮𝘆 𝗔𝗳𝘁𝗲𝗿 𝗣𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁 — 𝗚𝗲𝘁 𝗣𝗹𝗮𝗰𝗲𝗱 𝗜𝗻 𝗧𝗼𝗽 𝗧𝗲𝗰𝗵 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀😍
Learn JAVA/MERN Full Stack Development With GenAI.
🏆 Placement Highlights:-
💰 ₹41 LPA highest salary
📈 ₹7.4 LPA average salary
🎓 2,000+ students placed
🏢 500+ partner companies
🔗 𝗔𝗽𝗽𝗹𝘆 𝗡𝗼𝘄 👇:-
https://pdlink.in/3SuUeuD
⚡ Take the first step toward your dream tech career today! | 838 |
| 17 | 🔥 𝗠𝗮𝘀𝘁𝗲𝗿 𝗦𝗤𝗟 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 — 𝗙𝗿𝗼𝗺 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝘁𝗼 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱! 💻📊
These free learning resources cover everything from database fundamentals to advanced SQL queries, with opportunities to practice real-world problems.
🎯 Top FREE SQL Resources:
1️⃣ Introduction to Databases & SQL — Udemy
2️⃣ Advanced Database & SQL — Udemy
3️⃣ Learn SQL — Codecademy
4️⃣ SQL Tutorial — SQLZoo
🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
https://pdlink.in/4gNYHk7
🚀 Start from the basics and work your way toward advanced SQL skills! | 913 |
| 18 | ✅ Coding Interview Acronyms You MUST Know 💻🔥
DSA → Data Structures & Algorithms
CPU → Central Processing Unit
RAM → Random Access Memory
DBMS → Database Management System
RDBMS → Relational Database Management System
ACID → Atomicity, Consistency, Isolation, Durability
OLTP → Online Transaction Processing
OLAP → Online Analytical Processing
TCP → Transmission Control Protocol
IP → Internet Protocol
DNS → Domain Name System
MVC → Model View Controller
MVVM → Model View ViewModel
SDLC → Software Development Life Cycle
CI/CD → Continuous Integration / Continuous Deployment
JWT → JSON Web Token
ORM → Object Relational Mapping
API → Application Programming Interface
REST → Representational State Transfer
SOAP → Simple Object Access Protocol
Big O → Time & Space Complexity Notation
FIFO → First In First Out
LIFO → Last In First Out
💬 Double Tap ❤️ for more! | 996 |
| 19 | 🚀 𝗗𝗿𝗲𝗮𝗺𝗶𝗻𝗴 𝗼𝗳 𝗪𝗼𝗿𝗸𝗶𝗻𝗴 𝗮𝘁 𝗧𝗼𝗽 𝗧𝗲𝗰𝗵 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀? 💻🔥
Here’s a collection of company-specific resources to help you understand their interview and hiring processes.
🎯 Interview Preparation Guides For:
🟠 Amazon – Interviewing Guide
🔵 Google – Interview Tips
🪟 Microsoft – Hiring & Interview Tips
🟢 NVIDIA – Hiring Process
🔷 Meta – Software Engineering Interview Prep
𝐋𝐢𝐧𝐤 👇:-
https://pdlink.in/4i6HkgN
📢 Save & share this with your friends — start learning for FREE! | 901 |
| 20 | 🎓 𝗧𝗼𝗽 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗢𝗳𝗳𝗲𝗿𝗶𝗻𝗴 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 🚀
Learn in-demand skills • Add valuable credentials to your resume
🏢 TATA :- https://pdlink.in/3QiwLvx
💻 Infosys :- https://pdlink.in/4eBH3Aa
⚡ IBM :- https://pdlink.in/45KgqDR
💫 Amazon :- https://pdlink.in/47XuBGz
🌐 Cisco :- https://pdlink.in/4gaeVVV
🪟 Microsoft :- https://pdlink.in/4zhGTX6
📢 Save & share this with your friends — start upskilling for FREE! | 1 010 |
