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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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📈 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 56 109 підписників, посідаючи 2 293 місце в категорії Технології та додатки та 6 177 місце у регіоні Індія.

📊 Показники аудиторії та динаміка

З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 56 109 підписників.

За останніми даними від 27 серпня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на -67, а за останні 24 години на -10, загальне охоплення залишається високим.

  • Статус верифікації: Не верифікований
  • Рівень залученості (ER): Середній показник залученості аудиторії становить 1.80%. Протягом перших 24 годин після публікації контент зазвичай збирає 0.72% реакцій від загальної кількості підписників.
  • Охоплення публікацій: В середньому кожен допис отримує 1 008 переглядів. Протягом першої доби публікація в середньому набирає 402 переглядів.
  • Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 2.
  • 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 28 серпня, 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.

56 109
Підписники
-1024 години
-557 днів
-6730 день
Архів дописів
Complete Coding Interview Roadmap – What You MUST Know 👨‍💻💼 Whether you're preparing for FAANG or startups, here's everything you need to crack coding interviews in 2025: 🔰 1. Programming Language Mastery Choose one (C++, Java, Python) & master: - Syntax & built-in functions - Time & space complexity - Object-oriented programming - Recursion, Iterative logic 📚 2. Data Structures Understand how they work + when to use them: - Arrays & Strings - Linked Lists (Singly, Doubly) - Stacks & Queues - Hash Maps / Hash Tables - Trees (Binary, BST, Trie) - Graphs (Adjacency List/Matrix) - Heaps & Priority Queues ⚙️ 3. Algorithms Key to solving problems efficiently: - Sorting & Searching (Binary Search, Merge/Quick Sort) - Recursion & Backtracking - Sliding Window, Two Pointers - Greedy & Divide and Conquer - Dynamic Programming (0/1 Knapsack, LIS, etc.) - Graph Algorithms (DFS, BFS, Dijkstra’s, Topological Sort) - Bit Manipulation 💬 4. Problem Solving Practice Use platforms like: - LeetCode (Top 150/Blind 75) - HackerRank / Codeforces - InterviewBit / GFG 💡 5. System Design (For 3+ years experience) - High-level design (scalability, availability, latency) - Components: Load Balancer, Database, Caching, Message Queues - Design examples: URL Shortener, Instagram, Chat App - Use tools like draw.io or Excalidraw to visualize designs 🧠 6. Behavioral + HR Round Prep Prepare STAR-based answers for: - "Tell me about yourself" - "Biggest challenge you faced" - "Why do you want to join us?" - "Teamwork, leadership, conflict" 📝 7. Resume & Portfolio - Keep it ONE page - Highlight impact, not tasks - Add GitHub, LinkedIn, Portfolio links - Projects that use real-world APIs or solve real problems 🔄 8. Mock Interviews & Feedback - Practice with peers, mentors or platforms like Pramp / Interviewing.io - Get feedback on approach, not just correctness 🎯 Tips: - Stay consistent (1–2 hours daily) - Focus on patterns, not just solutions - Keep track of mistakes & revise weekly - Rest before interviews – don’t cram 👍 Tap ❤️ for more! #coding #interviews #programming #datastructures #algorithms #career

𝟴 𝗦𝗸𝗶𝗹𝗹𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗕𝗲𝗳𝗼𝗿𝗲 𝗘𝗻𝘁𝗲𝗿𝗶𝗻𝗴 𝗜𝗻𝘁𝗼 𝟮𝟬𝟮𝟲😍 - Python Programming - Data Analytics - C
𝟴 𝗦𝗸𝗶𝗹𝗹𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗕𝗲𝗳𝗼𝗿𝗲 𝗘𝗻𝘁𝗲𝗿𝗶𝗻𝗴 𝗜𝗻𝘁𝗼 𝟮𝟬𝟮𝟲😍 - Python Programming - Data Analytics - ChatGPT - Data Visualization With Power BI - Generative AI - Data Science  - Tableau - Java & SQL    𝗦𝘁𝗮𝗿𝘁 𝗡𝗼𝘄👇:- https://pdlink.in/4m3FwTX Learn Online | Get Certified With Pro Courses🎓

𝟴 𝗦𝗸𝗶𝗹𝗹𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗕𝗲𝗳𝗼𝗿𝗲 𝗘𝗻𝘁𝗲𝗿𝗶𝗻𝗴 𝗜𝗻𝘁𝗼 𝟮𝟬𝟮𝟲😍 - Python Programming - Data Analytics - C
𝟴 𝗦𝗸𝗶𝗹𝗹𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗕𝗲𝗳𝗼𝗿𝗲 𝗘𝗻𝘁𝗲𝗿𝗶𝗻𝗴 𝗜𝗻𝘁𝗼 𝟮𝟬𝟮𝟲😍 - Python Programming - Data Analytics - ChatGPT - Data Visualization With Power BI - Generative AI - Data Science  - Tableau - Java & SQL    𝗦𝘁𝗮𝗿𝘁 𝗡𝗼𝘄👇:- https://pdlink.in/4m3FwTX Learn Online | Get Certified With Pro Courses🎓

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⚡ 25 Tools to Supercharge Your Coding Workflow 💻🚀 ✅ Visual Studio Code ✅ Sublime Text ✅ Postman ✅ Insomnia ✅ Figma ✅ Notion ✅ Obsidian ✅ Slack ✅ Discord ✅ GitKraken ✅ Tower ✅ Raycast ✅ Warp Terminal ✅ iTerm2 ✅ Hyper ✅ Docker ✅ Kubernetes ✅ Vercel ✅ Netlify ✅ Heroku ✅ Supabase ✅ PlanetScale ✅ Railway ✅ UptimeRobot 🔥 React “❤️” if you use any of these!

𝟲 𝗙𝗥𝗘𝗘 𝗧𝗲𝗰𝗵 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗜𝗻 𝟮𝟬𝟮𝟱 😍 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 :- https://pdlink.in/4lp7h
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🚀 Complete C++ Syllabus Roadmap (Beginner to Expert) ⚙️ 🔰 Beginner Level: 1. Intro to C++: Setup, IDEs, First Program (Hello World) 2. Variables & Data Types: int, float, char, bool, double, type casting 3. Operators: Arithmetic, Relational, Logical, Bitwise, Assignment 4. Control Flow: if-else, switch-case, for, while, do-while loops 5. Functions: Function Declaration, Definition, Call, Arguments, Return Values 6. Arrays: Single & Multi-Dimensional Arrays 7. Basic I/O: cin, cout 8. Basic Projects: Calculator, Simple Number Games ⚙️ Intermediate Level: 1. Pointers: Introduction, Pointer Arithmetic, Dynamic Memory Allocation 2. Strings: C-style strings, std::string 3. Structures & Unions: User-Defined Data Types 4. Object-Oriented Programming (OOP): • Classes & Objects • Inheritance • Polymorphism (Function Overloading, Operator Overloading, Virtual Functions) • Abstraction, Encapsulation 5. File Handling: Reading from & Writing to Files 6. Exception Handling: try, catch, throw 🏆 Expert Level: 1. Data Structures: • Linked Lists (Singly, Doubly, Circular) • Stacks & Queues • Trees (Binary Trees, BSTs, AVL Trees) • Graphs (Representation, Traversal Algorithms) • Hash Tables 2. Algorithms: Sorting & Searching Algorithms, Dynamic Programming 3. Templates: Generic Programming 4. Standard Template Library (STL): Containers, Iterators, Algorithms 5. Multi-threading & Concurrency: 6. Memory Management: Smart Pointers, RAII 7. Design Patterns: Singleton, Factory, Observer, etc. 8. Networking: Sockets, Client-Server communication 9. Advanced Projects: Game Development, System Programming 💡 Bonus: Learn CMake, Debugging Techniques, and C++20 Features 👍 Tap ❤️ if you're learning C++! #cpp #cplusplus #coding #programming #roadmap #syllabus

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Top 5 Projects to Build in Each Tech Role 💡 📁 Hands-on projects that actually boost your resume! 1. Frontend Developer ❯ Personal Portfolio Website ❯ Weather App using APIs ❯ Responsive Blog Page ❯ E-commerce Product Page ❯ Quiz App with Timer 2. Backend Developer ❯ REST API for a To-Do App ❯ URL Shortener Service ❯ Authentication System (JWT/OAuth) ❯ File Upload System ❯ Chat Server using WebSockets 3. Full-Stack Developer ❯ Blogging Platform (MERN or Django+React) ❯ E-commerce Store ❯ Expense Tracker with Charts ❯ Job Board with Authentication ❯ Social Media Dashboard 4. Data Analyst ❯ Sales Dashboard (Power BI/Tableau) ❯ COVID-19 Data Analysis with Python ❯ Customer Churn Prediction ❯ Excel Dashboard (Pivot, Slicer) ❯ SQL Case Study (Joins + Aggregates) 5. Machine Learning Engineer ❯ House Price Prediction (Regression) ❯ Iris Flower Classification ❯ Sentiment Analysis on Tweets ❯ Image Classification (CNN) ❯ Movie Recommendation System 6. DevOps Engineer ❯ CI/CD Pipeline with GitHub Actions ❯ Dockerize a Web App ❯ Deploy App on AWS/GCP ❯ Kubernetes Cluster Setup ❯ Monitor App with Prometheus + Grafana React with ❤️ if you found this helpful! #coding #projects #career #development #programming

𝗣𝗿𝗲𝗺𝗶𝘂𝗺 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 | Microsoft & AWS included😍 - Microsoft Courses - IT/Software - Dat
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🔟 Web development project ideas for beginners Personal Portfolio Website: Create a website showcasing your skills, projects, and resume. This will help you practice HTML, CSS, and potentially some JavaScript for interactivity. To-Do List App: Build a simple to-do list application using HTML, CSS, and JavaScript. You can gradually enhance it by adding features like task priority, due dates, and local storage. Blog Platform: Create a basic blog platform where users can create, edit, and delete posts. This will give you experience with user authentication, databases, and CRUD operations. E-commerce Website: Design a mock e-commerce site to learn about product listings, shopping carts, and checkout processes. This project will introduce you to handling user input and creating dynamic content. Weather App: Develop a weather app that fetches data from a weather API and displays current conditions and forecasts. This project will involve API integration and working with JSON data. Recipe Sharing Site: Build a platform where users can share and browse recipes. You can implement search functionality and user authentication to enhance the project. Social Media Dashboard: Create a simplified social media dashboard that displays metrics like followers, likes, and comments. This project will help you practice data visualization and working with APIs. Online Quiz App: Develop an online quiz application that lets users take quizzes on various topics. You can include features like multiple-choice questions, timers, and score tracking. Personal Blog: Start your own blog by developing a content management system (CMS) where you can create, edit, and publish articles. This will give you hands-on experience with database management. Event Countdown Timer: Build a countdown timer for upcoming events. You can make it interactive by allowing users to set their own event names and dates. Remember, the key is to start small and gradually add complexity to your projects as you become more comfortable with different technologies concepts. These projects will not only showcase your skills to potential employers but also help you learn and grow as a web developer. Free Resources to learn web development https://t.me/free4unow_backup/554 ENJOY LEARNING 👍👍

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SQL Interview Questions for 0-1 year of Experience (Asked in Top Product-Based Companies). Sharpen your SQL skills with these real interview questions! Q1. Customer Purchase Patterns - You have two tables, Customers and Purchases: CREATE TABLE Customers ( customer_id INT PRIMARY KEY, customer_name VARCHAR(255) ); CREATE TABLE Purchases ( purchase_id INT PRIMARY KEY, customer_id INT, product_id INT, purchase_date DATE ); Assume necessary INSERT statements are already executed. Write an SQL query to find the names of customers who have purchased more than 5 different products within the last month. Order the result by customer_name. Q2. Call Log Analysis - Suppose you have a CallLogs table: CREATE TABLE CallLogs ( log_id INT PRIMARY KEY, caller_id INT, receiver_id INT, call_start_time TIMESTAMP, call_end_time TIMESTAMP ); Assume necessary INSERT statements are already executed. Write a query to find the average call duration per user. Include only users who have made more than 10 calls in total. Order the result by average duration descending. Q3. Employee Project Allocation - Consider two tables, Employees and Projects: CREATE TABLE Employees ( employee_id INT PRIMARY KEY, employee_name VARCHAR(255), department VARCHAR(255) ); CREATE TABLE Projects ( project_id INT PRIMARY KEY, lead_employee_id INT, project_name VARCHAR(255), start_date DATE, end_date DATE ); Assume necessary INSERT statements are already executed. The goal is to write an SQL query to find the names of employees who have led more than 3 projects in the last year. The result should be ordered by the number of projects led.

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Advanced programming concepts you should know 👇👇 ✅ 1. Object-Oriented Programming (OOP) Think of it like real life: A car is an object with properties (color, speed) and methods (drive, brake). You build code using reusable objects. ✅ 2. Inheritance Like family traits: A child class gets features from a parent class. Example: A Dog class can inherit from an Animal class. ✅ 3. Polymorphism One thing, many forms. Like a button that does different things depending on the app. Same action, different results. ✅ 4. Encapsulation Hiding details to keep it clean. Like using a microwave—you press a button, don’t worry about how it works inside. ✅ 5. Recursion When a function calls itself. Like Russian dolls inside each other. Useful for problems like solving a maze or calculating factorials. ✅ 6. Asynchronous Programming Doing many things at once. Like cooking while waiting for a download. It avoids “blocking” other tasks. ✅ 7. APIs Like a waiter between your code and a service. You say, “Get me the weather,” the API brings the data for you. ✅ 8. Data Structures & Algorithms Data structures = ways to organize info (like shelves). Algorithms = steps to solve a problem (like a recipe). ✅ 9. Big-O Notation A way to measure how fast or slow your code runs as data grows. More efficient code = faster apps! ✅ 10. Design Patterns Reusable solutions to common coding problems. Like blueprints for building a house, but for code. React ♥️ for more