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Сеть:Free Courses with Certificate - Python Programming, Data Science, Java Coding, SQL, Web Development, AI, ML, ChatGPT Expert Индия6 198 Технологии и приложения2 369...

📈 Аналитический обзор Telegram-канала 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) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 55 806 подписчиков, занимая 2 369 место в категории Технологии и приложения и 6 198 место в регионе Индия.

📊 Показатели аудитории и динамика

С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 55 806 подписчиков.

Согласно последним данным от 28 октября, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило -190, а за последние 24 часа — -4, при этом общий охват остаётся высоким.

Статус верификации: Не верифицирован
Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 2.01%. В первые 24 часа после публикации контент обычно набирает 0.58% реакций от общего числа подписчиков.
Охват публикаций: В среднем каждый пост получает 1 122 просмотров. В течение первых суток публикация набирает 324 просмотров.
Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 2.
Тематические интересы: Контент сосредоточен на ключевых темах, таких как algorithm, structure, stack, javascript, programming.

📝 Описание и контентная политика

Автор описывает ресурс как площадку для выражения субъективного мнения:
“Everything about programming for beginners * Python programming * Java programming * App development * Machine Learning * Data Science Managed by: @love_data”

Благодаря высокой частоте обновлений (последние данные получены 29 октября, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Технологии и приложения.

55 806

Подписчики

-424 часа

-747 дней

-19030 дней

1 122

Просмотры поста

~ 32424 часа

~ 46948 часов

2.01%

Коэффициент вовлеченности

Нет данных

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🚀 Git Commands Every Developer Should Know 🔹 git clone 🔹 git status 🔹 git add . 🔹 git commit -m "message" 🔹 git push 🔹 git pull 🔹 git fetch 🔹 git switch -c <branch> 🔹 git branch 🔹 git merge 🔹 git diff 🔹 git log --oneline React 👍 if you use Git reguarly #techinfo

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𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗮𝗻𝗱 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 𝗯𝘆 𝗖𝗖𝗘, 𝗜𝗜𝗧 𝗠𝗮𝗻𝗱𝗶😍 Freshers get 15 LPA Average Salary with AI & ML Skills! - Eligibility: Open to everyone - Duration: 6 Months - Program Mode: Online - Taught By: IIT Mandi Professors 90% Resumes without AI + ML skills are being rejected. 🔥Deadline :- 26th April 𝗔𝗽𝗽𝗹𝘆 𝗡𝗼𝘄👇 :- https://pdlink.in/3QSxhjC . Get Placement Assistance With 5000+ Companies

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Today, let's understand another programming concept: 🔥 Searching Algorithms 🔍💻 Searching is used to find an element in a dataset. It’s one of the most common operations in programming and interviews. 📌 What is Searching? Searching means locating a specific element inside a collection (array, list, etc.). Example: Find 7 in [2, 4, 7, 10] 🧠 Important Searching Algorithms 1️⃣ Linear Search Concept: Check each element one by one until the target is found. Example: Find 7 in [2, 4, 7, 10] → check 2 → check 4 → check 7 ✅ Key Points: • Works on unsorted data • Simple to implement • Time Complexity: O(n) 2️⃣ Binary Search Concept: Divide the sorted array into halves and search efficiently. Condition: 👉 Array must be sorted Example: Find 7 in [2, 4, 7, 10] → middle = 7 → found immediately Another case: Find 10 → middle = 7 → go right → find 10 Key Points: • Much faster than linear search • Time Complexity: O(log n) ⚡ Linear vs Binary Search • Linear Search → checks every element • Binary Search → eliminates half of data each step 👉 Binary is much faster for large datasets. 🎯 When to Use What • Data is unsorted → Linear Search • Data is sorted → Binary Search • Small dataset → Linear is fine • Large dataset → Binary is preferred ⚠️ Common Interview Mistakes ❌ Using binary search on unsorted data ❌ Forgetting boundary conditions ❌ Infinite loop in binary search ❌ Wrong mid calculation ⭐ Interview Questions • Difference between Linear Binary Search • When to use Binary Search • Time complexity comparison • Implement Binary Search • Edge cases (empty array, single element) 💡 Real-World Usage • Searching in databases • Finding users/products • Autocomplete systems • Search engines Double Tap ❤️ For More

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𝗜𝗜𝗧 & 𝗜𝗜𝗠 𝗢𝗳𝗳𝗲𝗿𝗶𝗻𝗴 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝘀😍 👉Open for all. No Coding Background Required AI/ML By IIT Patna :- https://pdlink.in/41ZttiU Business Analytics With AI :- https://pdlink.in/41h8gRt Digital Marketing With AI :-https://pdlink.in/47BxVYG AI/ML By IIT Mandi :- https://pdlink.in/4cvXBaz 🔥Get Placement Assistance With 5000+ Companies🎓

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✅ React.js Essentials ⚛️🔥 React.js is a JavaScript library for building user interfaces, especially single-page apps. Created by Meta, it focuses on components, speed, and interactivity. 1️⃣ What is React? React lets you build reusable UI components and update the DOM efficiently using a virtual DOM. Why Use React? • Reusable components • Faster performance with virtual DOM • Great for building SPAs (Single Page Applications) • Strong community and ecosystem 2️⃣ Key Concepts 📦 Components – Reusable, independent pieces of UI.

function Welcome() {
  return <h1>Hello, React!</h1>;
}

🧠 Props – Pass data to components

function Greet(props) {
  return <h2>Hello, {props.name}!</h2>;
}
<Greet name="Riya" />

💡 State – Store and manage data in a component

import { useState } from 'react';

function Counter() {
  const [count, setCount] = useState(0);
  return (
    <>
      <p>Count: {count}</p>
      <button onClick={() => setCount(count + 1)}>Add</button>
    </>
  );
}

3️⃣ Hooks useState – Manage local state useEffect – Run side effects (like API calls, DOM updates)

import { useEffect } from 'react';

useEffect(() => {
  console.log("Component mounted");
}, []);

4️⃣ JSX JSX lets you write HTML inside JS.

const element = <h1>Hello World</h1>;

5️⃣ Conditional Rendering

{isLoggedIn ? <Dashboard /> : <Login />}

6️⃣ Lists and Keys

const items = ["Apple", "Banana"];
items.map((item, index) => <li key={index}>{item}</li>);

7️⃣ Event Handling

<button onClick={handleClick}>Click Me</button>

8️⃣ Form Handling

<input value={name} onChange={(e) => setName(e.target.value)} />

9️⃣ React Router (Bonus) To handle multiple pages

npm install react-router-dom

import { BrowserRouter, Route, Routes } from 'react-router-dom';

🛠 Practice Tasks ✅ Build a counter ✅ Make a TODO app using state ✅ Fetch and display API data ✅ Try routing between 2 pages 💬 Tap ❤️ for more

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𝗙𝘂𝗹𝗹𝘀𝘁𝗮𝗰𝗸 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗪𝗶𝘁𝗵 𝗚𝗲𝗻𝗔𝗜😍 Curriculum designed and taught by alumni from IITs & leading tech companies, with practical GenAI applications. * 2000+ Students Placed * 41LPA Highest Salary * 500+ Partner Companies - 7.4 LPA Avg Salary 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗡𝗼𝘄👇:- 🔹 Online :- https://pdlink.in/4hO7rWY 🔹 Hyderabad :- https://pdlink.in/4cJUWtx 🔹 Pune :- https://pdlink.in/3YA32zi 🔹 Noida :- https://linkpd.in/NoidaFSD Hurry Up 🏃‍♂️! Limited seats are available.

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Found this - AI Builders, pay attention. A curated marketplace just launched where AI builders list their systems and get paid - setup fee + monthly recurring. No sales, no client chasing. They handle everything, you just build. 100% free to join. No fees, no subscription, no hidden costs. They only take 20% when you earn - on setup fee and recurring. That's it. Accepted builders are earning from day one. Spots are limited by design. Takes 5 minutes to apply. You'll need a 90-second video of your system in action. → brainlancer.com Daily updates from the CEO: https://www.linkedin.com/in/soner-catakli/ Follow, like & share in "your network" - these guys are building something seriously worth watching. PS: First systems go live tomorrow. Builders who join early get the best positioning... investor-backed marketing means they bring the clients to you.

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Here’s a solid 𝗕𝗘𝗛𝗔𝗩𝗜𝗢𝗥𝗔𝗟 𝗥𝗢𝗨𝗡𝗗 𝗧𝗜𝗣 to boost your chances to nail that job offer! Technical skills might get you through initial rounds, but behavioral rounds are where many stumble — especially with senior managers who really want to know if you fit the team. Here’s how to ace it: 1️⃣ When HR shares your interviewer's name, hunt for their LinkedIn profile. 2️⃣ Check out their work history and interests to find common ground. 3️⃣ Mention something relevant during the chat — it shows you’ve done your homework and builds rapport. 4️⃣ Remember, this round is two-way: they’re checking if you suit their culture, and you’re seeing if they suit your career goals. 5️⃣ So, ask smart questions about the role and company culture — it proves you’re genuinely interested. 💡 𝗣𝗿𝗼 𝘁𝗶𝗽: Stay polite but confident; senior leaders love that mix!

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𝗔𝗜/𝗠𝗟 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 𝗕𝘆 𝗩𝗶𝘀𝗵𝗹𝗲𝘀𝗮𝗻 𝗶-𝗛𝘂𝗯, 𝗜𝗜𝗧 𝗣𝗮𝘁𝗻𝗮 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻😍 Freshers are getting paid 10 - 15 Lakhs by learning AI & ML skill Upgrade your career with a beginner-friendly AI/ML certification. 👉Open for all. No Coding Background Required 💻 Learn AI/ML from Scratch 🎓 Build real world Projects for job ready portfolio 🔥Deadline :- 19th April 𝗔𝗽𝗽𝗹𝘆 𝗡𝗼𝘄👇 :- https://pdlink.in/41ZttiU . Get Placement Assistance With 5000+ Companies

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Which sorting algorithm requires extra memory?

Anonymous voting

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Which sorting algorithm repeatedly swaps adjacent elements?

Anonymous voting

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What is the average time complexity of Quick Sort?

Anonymous voting

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Which sorting algorithm uses the Divide and Conquer approach?

Anonymous voting

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Which sorting algorithm is best for nearly sorted data?

Anonymous voting

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𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀, 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝘄𝗶𝘁𝗵 𝗔𝗜 𝗮𝗿𝗲 𝗵𝗶𝗴𝗵𝗹𝘆 𝗱𝗲𝗺𝗮𝗻𝗱𝗶𝗻𝗴 𝗶𝗻 𝟮𝟬𝟮𝟲😍 Learn Data Science and AI Taught by Top Tech professionals 60+ Hiring Drives Every Month 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝗲𝘀:- - 12.65 Lakhs Highest Salary - 500+ Partner Companies - 100% Job Assistance - 5.7 LPA Average Salary 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗡𝗼𝘄👇:- Online :- https://pdlink.in/4fdWxJB 🔹 Hyderabad :- https://pdlink.in/4kFhjn3 🔹 Pune:- https://pdlink.in/45p4GrC 🔹 Noida :- https://linkpd.in/DaNoida Hurry Up 🏃‍♂️! Limited seats are available.

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✅ Cybersecurity Career Paths You Should Know Cybersecurity careers are growing rapidly due to increasing cybercrime and a huge shortage of skilled professionals. Every company now needs security teams to protect their systems and data. Main Cybersecurity Career Paths 1. Security Analyst - Monitors systems and logs - Detects suspicious activity - Works in Security Operations Center (SOC) 2. Penetration Tester (Ethical Hacker) - Simulates real attacks - Finds vulnerabilities before hackers - Writes security reports 3. Security Engineer - Builds security systems - Implements firewalls, monitoring tools - Secures infrastructure 4. Incident Responder - Handles security breaches - Investigates attacks - Restores systems after compromise 5. Security Architect - Designs company security strategy - Chooses technologies and controls - Senior-level role 6. Malware Analyst - Studies malicious software - Reverse engineers malware - Works in threat intelligence 7. Cloud Security Specialist - Secures cloud platforms - Protects AWS, Azure, GCP environments Popular Cybersecurity Domains - Network Security: Protect routers, servers, and networks - Application Security: Secure web and mobile apps - Cloud Security: Protect cloud infrastructure - Digital Forensics: Investigate cybercrime evidence - Threat Intelligence: Study hacker tactics and trends Top Skills Companies Expect - Technical skills: Networking fundamentals, Linux, web security, scripting with Python - Tools knowledge: Nmap, Burp Suite, Wireshark, Metasploit - Soft skills: Analytical thinking, documentation, communication Entry-Level Job Titles - SOC Analyst - Junior Security Analyst - Vulnerability Analyst - Security Operations Intern Typical Salary Ranges (Global Estimate) - Entry level: $60K–$90K - Mid level: $100K–$140K - Senior level: $150K+ Beginner Mistakes - Chasing tools instead of concepts - Ignoring networking basics - No practical labs What You Should Do Next - Choose one specialization - Practice labs daily - Build security portfolio Double Tap ♥️ For More 🔐💻

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𝗧𝗼𝗽 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗟𝗮𝗻𝗱 𝗮 𝗛𝗶𝗴𝗵-𝗣𝗮𝘆𝗶𝗻𝗴 𝗝𝗼𝗯 𝗶𝗻 𝟮𝟬𝟮𝟲🔥 Learn from scratch → Build real projects → Get placed ✅ 2000+ Students Already Placed 🤝 500+ Hiring Partners 💼 Avg Salary: ₹7.4 LPA 🚀 Highest Package: ₹41 LPA Fullstack :- https://pdlink.in/4hO7rWY Data Analytics :- https://pdlink.in/4fdWxJB 📈 Don’t just scroll… Start today & secure your 2026 job NOW