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Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books (@programming_guide) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 56 099 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 2 368-o'rinni va Hindiston mintaqasida 6 556-o'rinni egallagan.

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08 Iyun, 2026 dagi oxirgi maโ€™lumotlarga koโ€˜ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 104 ga, soโ€˜nggi 24 soatda esa -6 ga oโ€˜zgardi va umumiy qamrov yuqori darajada qolmoqda.

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  • Post qamrovi: Har bir post oโ€˜rtacha 1 450 marta koโ€˜riladi; birinchi sutkada odatda 471 ta koโ€˜rish yigโ€˜iladi.
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โ€œEverything about programming for beginners * Python programming * Java programming * App development * Machine Learning * Data Science Managed by: @love_dataโ€

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โœ… JavaScript Advanced Concepts You Should Know ๐Ÿ”๐Ÿ’ป These concepts separate beginner JS from production-level code. Understanding them helps with async patterns, memory, and modular apps. 1๏ธโƒฃ Closures A function that "closes over" variables from its outer scope, maintaining access even after the outer function returns. Useful for data privacy and state management.
function outer() {
  let count = 0;
  return function inner() {
    count++;
    console.log(count);
  };
}
const counter = outer();
counter(); // 1
counter(); // 2
2๏ธโƒฃ Promises & Async/Await Promises handle async operations; async/await makes them read like sync code. Essential for APIs, timers, and non-blocking I/O.
// Promise chain
fetch(url).then(res => res.json()).then(data => console.log(data)).catch(err => console.error(err));

// Async/Await (cleaner)
async function getData() {
  try {
    const res = await fetch(url);
    const data = await res.json();
    console.log(data);
  } catch (err) {
    console.error(err);
  }
}
3๏ธโƒฃ Hoisting Declarations (var, function) are moved to the top of their scope during compilation, but initializations stay put. let/const are block-hoisted but in a "temporal dead zone."
console.log(x); // undefined (hoisted, but not initialized)
var x = 5;

console.log(y); // ReferenceError (temporal dead zone)
let y = 10;
4๏ธโƒฃ The Event Loop JS is single-threaded; the event loop processes the call stack, then microtasks (Promises), then macrotasks (setTimeout). Explains why async code doesn't block. 5๏ธโƒฃ this Keyword Dynamic binding: refers to the object calling the method. Changes with call site, new, or explicit binding.
const obj = {
  name: "Sam",
  greet() {
    console.log(`Hi, I'm ${this.name}`);
  },
};
obj.greet(); // "Hi, I'm Sam"

// In arrow function, this is lexical
const arrowGreet = () => console.log(this.name); // undefined in global
6๏ธโƒฃ Spread & Rest Operators Spread (...) expands iterables; rest collects arguments into arrays.
const nums = [1, 2, 3];
const more = [...nums, 4]; // [1, 2, 3, 4]

function sum(...args) {
  return args.reduce((a, b) => a + b, 0);
}
sum(1, 2, 3); // 6
7๏ธโƒฃ Destructuring Extract values from arrays/objects into variables.
const person = { name: "John", age: 30 };
const { name, age } = person; // name = "John", age = 30

const arr = [1, 2, 3];
const [first, second] = arr; // first = 1, second = 2
8๏ธโƒฃ Call, Apply, Bind Explicitly set 'this' context. Call/apply invoke immediately; bind returns a new function.
function greet() {
  console.log(`Hi, I'm ${this.name}`);
}
greet.call({ name: "Tom" }); // "Hi, I'm Tom"

const boundGreet = greet.bind({ name: "Alice" });
boundGreet(); // "Hi, I'm Alice"
9๏ธโƒฃ IIFE (Immediately Invoked Function Expression) Self-executing function to create private scope, avoiding globals.
(function() {
  console.log("Runs immediately");
  let privateVar = "hidden";
})();
๐Ÿ”Ÿ Modules (import/export) ES6 modules for code organization and dependency management.
// math.js
export const add = (a, b) => a + b;
export default function multiply(a, b) { return a * b; }

// main.js
import multiply, { add } from './math.js';
console.log(add(2, 3)); // 5
๐Ÿ’ก Practice these in a Node.js REPL or browser console to see how they interact. ๐Ÿ’ฌ Tap โค๏ธ if you're learning something new!

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โœ… Top 6 Tips to Pick the Right Tech Career in 2025 ๐Ÿš€๐Ÿ’ป 1๏ธโƒฃ Start with Self-Discovery โ€“ Do you enjoy building things? Try Web or App Dev ๐Ÿ—๏ธ โ€“ Love solving puzzles? Explore Data Science or Cybersecurity ๐Ÿงฉ๐Ÿ”’ โ€“ Like visuals? Go for UI/UX or Design Tools ๐ŸŽจ 2๏ธโƒฃ Explore Before You Commit โ€“ Try short tutorials on YouTube or free courses ๐Ÿ“บ โ€“ Spend 1 hour exploring a new tool or language weekly โฑ๏ธ 3๏ธโƒฃ Look at Salary + Demand โ€“ Research in-demand roles on LinkedIn & Glassdoor ๐Ÿ’ผ โ€“ Focus on skills like Python, SQL, AI, Cloud, DevOps โ˜๏ธ๐Ÿ 4๏ธโƒฃ Follow a Real Career Path โ€“ Donโ€™t just learn random things ๐Ÿค” โ€“ Example: HTML โ†’ CSS โ†’ JS โ†’ React โ†’ Full-Stack ๐Ÿ—บ๏ธ 5๏ธโƒฃ Build, Donโ€™t Just Watch โ€“ Make mini projects (to-do app, blog, scraper, etc.) ๐Ÿ› ๏ธ โ€“ Share on GitHub or LinkedIn ๐Ÿš€ 6๏ธโƒฃ Stay Consistent โ€“ 30 mins a day beats 5 hours once a week ๊พธ์ค€ํžˆ โ€“ Track your learning and celebrate progress ๐ŸŽ‰ ๐Ÿ’ก You donโ€™t need to learn everything โ€” just the right thing at the right time. ๐Ÿ’ฌ Tap โค๏ธ for more!

โœ… Top 6 Tips to Pick the Right Tech Career ๐Ÿš€๐Ÿ’ป 1๏ธโƒฃ Start with Self-Discovery  โ€ข Do you enjoy building things? Try Web or App Dev โ€ข Love solving puzzles? Explore Data Science or Cybersecurity โ€ข Like visuals? Go for UI/UX or Design Tools 2๏ธโƒฃ Explore Before You Commit  โ€ข Try short tutorials on YouTube or free courses โ€ข Spend 1 hour exploring a new tool or language weekly 3๏ธโƒฃ Look at Salary + Demand  โ€ข Research in-demand roles on LinkedIn  Glassdoor โ€ข Focus on skills like Python, SQL, AI, Cloud, DevOps 4๏ธโƒฃ Follow a Real Career Path  โ€ข Donโ€™t just learn random things โ€ข Example: HTML โ†’ CSS โ†’ JS โ†’ React โ†’ Full-Stack 5๏ธโƒฃ Build, Donโ€™t Just Watch  โ€ข Make mini projects (to-do app, blog, scraper, etc.) โ€ข Share on GitHub or LinkedIn 6๏ธโƒฃ Stay Consistent  โ€ข 30 mins a day beats 5 hours once a week โ€ข Track your learning and celebrate progress ๐Ÿ’ก You donโ€™t need to learn everything โ€” just the right thing at the right time. ๐Ÿ’ฌ Tap โค๏ธ for more!

๐Ÿ“Š Python for Data Science โ€“ Complete Beginner Roadmap ๐Ÿ๐Ÿš€ ๐Ÿ”น What is Data Science? Data Science is about: Collecting data Cleaning it Analyzing it Finding insights Making predictions ๐Ÿ‘‰ Example: - Predict sales ๐Ÿ“ˆ - Analyze customer behavior ๐Ÿ›’ - Detect fraud ๐Ÿ’ณ ๐Ÿงญ Step-by-Step Roadmap ๐Ÿ”น 1๏ธโƒฃ Strengthen Python Basics Focus on: Lists, dictionaries Loops & conditions Functions Basic file handling ๐Ÿ‘‰ Because data is handled using these structures. ๐Ÿ”น 2๏ธโƒฃ Learn NumPy (Numerical Computing) NumPy is used for: Fast calculations Working with arrays import numpy as np arr = np.array([1,2,3]) print(arr.mean()) ๐Ÿ‘‰ Used in: Machine learning Scientific computing ๐Ÿ”น 3๏ธโƒฃ Learn Pandas (Most Important ๐Ÿ”ฅ) Pandas helps you: Read data (CSV, Excel) Clean data Analyze data import pandas as pd df = pd.read_csv("data.csv") print(df.head()) ๐Ÿ‘‰ Must learn: head(), info() filtering groupby() merge() ๐Ÿ”น 4๏ธโƒฃ Data Visualization Tools: matplotlib seaborn import matplotlib.pyplot as plt plt.plot([1,2,3],[10,20,30]) plt.show() ๐Ÿ‘‰ Used to: Present insights Create reports Build dashboards ๐Ÿ”น 5๏ธโƒฃ Statistics Basics (Very Important) Learn: Mean, Median, Mode Standard Deviation Probability basics ๐Ÿ‘‰ Data science = math + logic + code ๐Ÿ”น 6๏ธโƒฃ Data Cleaning (Real-World Skill) Real data is messy ๐Ÿ˜… You should learn: - Handling missing values - Removing duplicates - Fixing data types df.dropna() df.fillna(0) ๐Ÿ”น 7๏ธโƒฃ Intro to Machine Learning Using scikit-learn: from sklearn.linear_model import LinearRegression Learn: - Regression - Classification - Model training ๐Ÿ”น 8๏ธโƒฃ Real Projects (Most Important ๐Ÿš€) Start building: ๐Ÿ’ก Project Ideas: - Sales analysis dashboard - IPL data analysis - Netflix dataset insights - Customer churn prediction ๐Ÿง  Double Tap โค๏ธ For More

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20 essential Python libraries for data science: ๐Ÿ”น pandas: Data manipulation and analysis. Essential for handling DataFrames. ๐Ÿ”น numpy: Numerical computing. Perfect for working with arrays and mathematical functions. ๐Ÿ”น scikit-learn: Machine learning. Comprehensive tools for predictive data analysis. ๐Ÿ”น matplotlib: Data visualization. Great for creating static, animated, and interactive plots. ๐Ÿ”น seaborn: Statistical data visualization. Makes complex plots easy and beautiful. Data Science ๐Ÿ”น scipy: Scientific computing. Provides algorithms for optimization, integration, and more. ๐Ÿ”น statsmodels: Statistical modeling. Ideal for conducting statistical tests and data exploration. ๐Ÿ”น tensorflow: Deep learning. End-to-end open-source platform for machine learning. ๐Ÿ”น keras: High-level neural networks API. Simplifies building and training deep learning models. ๐Ÿ”น pytorch: Deep learning. A flexible and easy-to-use deep learning library. ๐Ÿ”น mlflow: Machine learning lifecycle. Manages the machine learning lifecycle, including experimentation, reproducibility, and deployment. ๐Ÿ”น pydantic: Data validation. Provides data validation and settings management using Python type annotations. ๐Ÿ”น xgboost: Gradient boosting. An optimized distributed gradient boosting library. ๐Ÿ”น lightgbm: Gradient boosting. A fast, distributed, high-performance gradient boosting framework.

๐—ฃ๐—ฎ๐˜† ๐—”๐—ณ๐˜๐—ฒ๐—ฟ ๐—ฃ๐—น๐—ฎ๐—ฐ๐—ฒ๐—บ๐—ฒ๐—ป๐˜ - ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—–๐—ผ๐—ฑ๐—ถ๐—ป๐—ด ๐—™๐—ฟ๐—ผ๐—บ ๐—œ๐—œ๐—ง ๐—”๐—น๐˜‚๐—บ๐—ป๐—ถ๐Ÿ”ฅ ๐Ÿ’ป Learn Frontend + Backend fro
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โœ… 7 Habits to Become a Pro Web Developer ๐ŸŒ๐Ÿ’ป 1๏ธโƒฃ Master HTML, CSS & JavaScript โ€“ These are the core. Donโ€™t skip the basics. โ€“ Build UIs from scratch to strengthen layout and styling skills. 2๏ธโƒฃ Practice Daily with Mini Projects โ€“ Examples: To-Do app, Weather App, Portfolio site โ€“ Push everything to GitHub to build your dev profile. 3๏ธโƒฃ Learn a Frontend Framework (React, Vue, etc.) โ€“ Start with React in 2025โ€”most in-demand โ€“ Understand components, state, props & hooks 4๏ธโƒฃ Understand Backend Basics โ€“ Learn Node.js, Express, and REST APIs โ€“ Connect to a database (MongoDB, PostgreSQL) 5๏ธโƒฃ Use Dev Tools & Debug Like a Pro โ€“ Master Chrome DevTools, console, network tab โ€“ Debugging skills are critical in real-world dev 6๏ธโƒฃ Version Control is a Must โ€“ Use Git and GitHub daily โ€“ Learn branching, merging, and pull requests 7๏ธโƒฃ Stay Updated & Build in Public โ€“ Follow web trends: Next.js, Tailwind CSS, Vite โ€“ Share your learning on LinkedIn, X (Twitter), or Dev.to ๐Ÿ’ก Pro Tip: Build full-stack apps & deploy them (Vercel, Netlify, or Render) Web Development Resources: https://whatsapp.com/channel/0029VaiSdWu4NVis9yNEE72z

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โœ… Web Development Projects You Should Build as a Beginner ๐Ÿš€๐Ÿ’ป 1๏ธโƒฃ Landing Page โžค HTML and CSS basics โžค Responsive layout โžค Mobile-first design โžค Real use case like a product or service 2๏ธโƒฃ To-Do App โžค JavaScript events and DOM โžค CRUD operations โžค Local storage for data โžค Clean UI logic 3๏ธโƒฃ Weather App โžค REST API usage โžค Fetch and async handling โžค Error states โžค Real API data rendering 4๏ธโƒฃ Authentication App โžค Login and signup flow โžค Password hashing basics โžค JWT tokens โžค Protected routes 5๏ธโƒฃ Blog Application โžค Frontend with React โžค Backend with Express or Django โžค Database integration โžค Create, edit, delete posts 6๏ธโƒฃ E-commerce Mini App โžค Product listing โžค Cart logic โžค Checkout flow โžค State management 7๏ธโƒฃ Dashboard Project โžค Charts and tables โžค API-driven data โžค Pagination and filters โžค Admin-style layout 8๏ธโƒฃ Deployment Project โžค Deploy frontend on Vercel โžค Deploy backend on Render โžค Environment variables โžค Production-ready build ๐Ÿ’ก One solid project beats ten half-finished ones. ๐Ÿ’ฌ Tap โค๏ธ for more!

๐Ÿ“ข ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—”๐—น๐—ฒ๐—ฟ๐˜ โ€“ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐—”๐—œ (No Coding Background Required) Freshers
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Important skills every self-taught developer should master: ๐Ÿ’ป HTML, CSS & JavaScript โ€” the foundation of web development โš™๏ธ Git & GitHub โ€” track changes and collaborate effectively ๐Ÿง  Problem-solving โ€” break down and debug complex issues ๐Ÿ—„๏ธ Basic SQL โ€” manage and query data efficiently ๐Ÿงฉ APIs โ€” fetch and use data from external sources ๐Ÿงฑ Frameworks โ€” like React, Flask, or Django to build faster ๐Ÿงผ Clean Code โ€” write readable, maintainable code ๐Ÿ“ฆ Package Managers โ€” like npm or pip for managing libraries ๐Ÿš€ Deployment โ€” host your projects for the world to see Web Development Resources: https://whatsapp.com/channel/0029VaiSdWu4NVis9yNEE72z

๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—™๐—ฅ๐—˜๐—˜ ๐—ข๐—ป๐—น๐—ถ๐—ป๐—ฒ ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ๐—ฐ๐—น๐—ฎ๐˜€๐˜€๐Ÿ˜ Kickstart Your Data Science Career In Top Tech Compani
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โœ… Web Developer Resume Tips ๐Ÿ“„๐Ÿ’ป Want to stand out as a web developer? Build a clean, targeted resume that shows real skill. 1๏ธโƒฃ Contact Info (Top) โžค Name, email, GitHub, LinkedIn, portfolio link โžค Keep it simple and professional 2๏ธโƒฃ Summary (2โ€“3 lines) โžค Highlight key skills and achievements โžค Example: โ€œFrontend developer skilled in React, JavaScript & responsive design. Built 5+ live projects hosted on Vercel.โ€ 3๏ธโƒฃ Skills Section โžค Divide by type: โ€ข Languages: HTML, CSS, JavaScript โ€ข Frameworks: React, Node.js โ€ข Tools: Git, Figma, VS Code 4๏ธโƒฃ Projects (Most Important) โžค List 3โ€“5 best projects with: โ€ข Title + brief description โ€ข Tech stack used โ€ข Key features or what you built โ€ข GitHub + live demo links Example: To-Do App โ€“ Built with Vanilla JS & Local Storage โ€ข CRUD features, responsive design โ€ข GitHub: [link] | Live: [link] 5๏ธโƒฃ Experience (if any) โžค Internships, freelance work, contributions โ€ข Focus on results: โ€œImproved load time by 40%โ€ 6๏ธโƒฃ Education โžค Degree or bootcamp (if applicable) โžค You can skip if you're self-taughtโ€”highlight projects instead 7๏ธโƒฃ Extra Sections (Optional) โžค Certifications, Hackathons, Open Source, Blogs ๐Ÿ’ก Tips: โ€ข Keep to 1 page โ€ข Use action verbs (โ€œBuiltโ€, โ€œDesignedโ€, โ€œImprovedโ€) โ€ข Tailor for each job ๐Ÿ’ฌ Tap โค๏ธ for more!

๐—ง๐—ผ๐—ฝ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ง๐—ผ ๐—š๐—ฒ๐˜ ๐—›๐—ถ๐—ด๐—ต ๐—ฃ๐—ฎ๐˜†๐—ถ๐—ป๐—ด ๐—๐—ผ๐—ฏ ๐—œ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ๐Ÿ˜ ๐ŸŒŸ 2000+ Students Placed ๐Ÿค 500+
๐—ง๐—ผ๐—ฝ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ง๐—ผ ๐—š๐—ฒ๐˜ ๐—›๐—ถ๐—ด๐—ต ๐—ฃ๐—ฎ๐˜†๐—ถ๐—ป๐—ด ๐—๐—ผ๐—ฏ ๐—œ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ๐Ÿ˜ ๐ŸŒŸ 2000+ Students Placed ๐Ÿค 500+ Hiring Partners ๐Ÿ’ผ Avg. Rs. 7.4 LPA ๐Ÿš€ 41 LPA Highest Package Fullstack :- https://pdlink.in/4hO7rWY Data Analytics :- https://pdlink.in/4fdWxJB ๐Ÿ“ˆ Start learning today, build job-ready skills, and get placed in leading tech companies.

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๐Ÿ”„ Control Flow Concepts You Should Know ๐Ÿ’ป Control flow defines how a program executes based on conditions and repetition across different programming languages. 1๏ธโƒฃ Conditional Statements (if / else) Used to make decisions. Python
age = 20
if age >= 18:
    print("Eligible")
else:
    print("Not Eligible")
JavaScript
let age = 20;
if (age >= 18) {
    console.log("Eligible");
} else {
    console.log("Not Eligible");
}
Java
int age = 20;
if (age >= 18) {
    System.out.println("Eligible");
} else {
    System.out.println("Not Eligible");
}
๐Ÿ‘‰ Same concept, different syntax. 2๏ธโƒฃ Multiple Conditions (if-elif / else if) Python
marks = 75
if marks >= 90:
    print("A")
elif marks >= 60:
    print("B")
else:
    print("C")
JavaScript / Java
if (marks >= 90) {
    console.log("A");
} else if (marks >= 60) {
    console.log("B");
} else {
    console.log("C");
}
3๏ธโƒฃ Loops ๐Ÿ”น For Loop (fixed iterations) Python
for i in range(1, 6):
    print(i)
JavaScript
for (let i = 1; i <= 5; i++) {
    console.log(i);
}
Java
for (int i = 1; i <= 5; i++) {
    System.out.println(i);
}
๐Ÿ‘‰ Output: 1 to 5 ๐Ÿ‘‰ Used when number of iterations is fixed. ๐Ÿ”น While Loop (condition-based) Python
i = 1
while i <= 5:
    print(i)
    i += 1
JavaScript / Java
let i = 1;
while (i <= 5) {
    console.log(i);
    i++;
}
๐Ÿ‘‰ Runs until condition becomes false. 4๏ธโƒฃ Break Statement Stops loop immediately. Python
for i in range(1, 6):
    if i == 3:
        break
    print(i)
JavaScript / Java
for (let i = 1; i <= 5; i++) {
    if (i == 3) break;
    console.log(i);
}
๐Ÿ‘‰ Output: 1, 2 ๐Ÿ‘‰ Loop stops when condition is met. 5๏ธโƒฃ Continue Statement Used to skip the current iteration and continue the loop. Python
for i in range(1, 6):
    if i == 3:
        continue
    print(i)
JavaScript / Java
for (let i = 1; i <= 5; i++) {
    if (i == 3) continue;
    console.log(i);
}
๐Ÿ‘‰ Output: 1, 2, 4, 5 ๐Ÿ‘‰ Skips 3. 6๏ธโƒฃ Switch Case Used for multiple conditions. JavaScript
let day = 2;
switch(day) {
    case 1: console.log("Monday"); break;
    case 2: console.log("Tuesday"); break;
    default: console.log("Other day");
}
Java
int day = 2;
switch(day) {
    case 1: System.out.println("Monday"); break;
    case 2: System.out.println("Tuesday"); break;
    default: System.out.println("Other day");
}
๐Ÿ‘‰ Python uses if-elif instead. โญ Key Insight (Important for Interviews) โ€ข Logic is same across all languages โ€ข Only syntax changes โ€ข Interviewers focus on: how you think not which language you use Double Tap โ™ฅ๏ธ For More

๐—™๐—ฟ๐—ฒ๐˜€๐—ต๐—ฒ๐—ฟ๐˜€ ๐—–๐—ฎ๐—ป ๐—š๐—ฒ๐˜ ๐—ฎ ๐Ÿฏ๐Ÿฌ ๐—Ÿ๐—ฃ๐—” ๐—๐—ผ๐—ฏ ๐—ข๐—ณ๐—ณ๐—ฒ๐—ฟ ๐˜„๐—ถ๐˜๐—ต ๐—”๐—œ & ๐——๐—ฆ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐Ÿ˜ IIT Roorkee
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