Coding Interview Resources

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This channel contains the free resources and solution of coding problems which are usually asked in the interviews. Managed by: @love_data

Network:Free Courses with Certificate - Python Programming, Data Science, Java Coding, SQL, Web Development, AI, ML, ChatGPT Expert India7 223 Technologies & Applications2 566...

📈 Analytical overview of Telegram channel Coding Interview Resources

Channel Coding Interview Resources (@crackingthecodinginterview) in the English language segment is an active participant. Currently, the community unites 52 119 subscribers, ranking 2 566 in the Technologies & Applications category and 7 223 in the India region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 52 119 subscribers.

According to the latest data from 07 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 156 over the last 30 days and by 4 over the last 24 hours, overall reach remains high.

Verification status: Not verified
Engagement rate (ER): The average audience engagement rate is 2.10%. Within the first 24 hours after publication, content typically collects 0.82% reactions from the total number of subscribers.
Post reach: On average, each post receives 1 094 views. Within the first day, a publication typically gains 425 views.
Reactions and interaction: The audience actively supports content: the average number of reactions per post is 2.
Thematic interests: Content is focused on key topics such as array, stack, algorithm, programming, sort.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“This channel contains the free resources and solution of coding problems which are usually asked in the interviews. Managed by: @love_data”

Thanks to the high frequency of updates (latest data received on 08 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.

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2.10%

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Top Coding Domains You Should Explore in 2026 ✅ • Backend Development Build server-side systems Handle logic, databases, APIs Core skills Languages: Java, Python, Node.js Databases: MySQL, PostgreSQL, MongoDB APIs: REST, GraphQL Auth, caching, scalability Who fits: Strong logic, system thinking, long-term products • Frontend Development Build user interfaces Focus on user experience Core skills HTML, CSS, JavaScript React, Angular, Vue State management, browser performance Who fits: Visual thinkers, UI focus, fast feedback lovers • Mobile App Development Build Android and iOS apps Core skills Android: Kotlin, Java iOS: Swift Flutter, React Native App lifecycle Who fits: Mobile-first mindset, product builders, app store focus • Data Analytics Turn data into insights Core skills SQL, Excel Python Power BI, Tableau Who fits: Business thinkers, numbers-driven minds, decision support roles • Data Science and ML Build predictive systems Core skills Python Statistics Machine learning Pandas, NumPy, scikit-learn Who fits: Math interest, research mindset, model builders • DevOps and Cloud Deploy and scale systems Core skills Linux AWS, Azure, GCP Docker, Kubernetes CI/CD Who fits: Automation lovers, system reliability focus, high-pressure roles • Cybersecurity Protect systems and data Core skills Networking Linux Security tools Risk analysis Who fits: Detail-oriented, defensive mindset, compliance roles • Game Development Build interactive games Core skills C++, C# Unity, Unreal Physics basics, game logic Who fits: Creative coders, graphics interest, real-time systems Best career advice • Pick one domain • Build real projects • Learn tools used in jobs • Switch later if needed Which domain are you targeting next? Development 👍 Data ❤️ DevOps/ Cybersecurity 🙏 Still exploring 😮

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FREE sites to improve your coding knowledge 👨🏻‍💻📝 - 🌐 HTML - w3schools.com 💅 CSS - web.dev/learn/css 🔥 JavaScript - javascript.info 🐙 Git and Github - git-scm.com 📚 API - rapidapi.com/learn 🐍 Python - t.me/pythonproz ⚛️ React - react-tutorial.app 🎡 Laravel - laracasts.com 🌟 VueJS - learnvue.co 🔍 SQL - t.me/sqlspecialist 🌈 Tailwind CSS - tailwindcss.com 🚀 Go - gobyexample.com 🐳 Docker - docker-curriculum.com 🦋 Flutter - flutter.dev/learn 🦀 Rust - rust-lang.org/learn 🧠 AI/ML - t.me/machinelearning_deeplearning ⚙️ DevOps - t.me/AWS_GCP_Azure 🧩 TypeScript - typescriptlang.org/learn React ❤️ for more like this

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𝗜𝗜𝗧 𝗥𝗼𝗼𝗿𝗸𝗲𝗲 𝗢𝗳𝗳𝗲𝗿𝗶𝗻𝗴 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 𝗶𝗻 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀📊 𝘄𝗶𝘁𝗵 𝗔𝗜 𝗮𝗻𝗱 𝗚𝗲𝗻 𝗔𝗜 😍 Placement Assistance With 5000+ companies. 🔥 Companies are actively hiring candidates with Data Analytics skills. 🎓 Prestigious IIT certificate 🔥 Hands-on industry projects 📈 Career-ready skills for data & AI jobs 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐍𝐨𝐰👇 :- https://pdlink.in/4rwqIAm Limited seats available. Apply now to secure your spot

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9 tips to get better at debugging code: Read error messages carefully — they often tell you everything Use print/log statements to trace code execution Check one small part at a time Reproduce the bug consistently Use a debugger to step through code line by line Compare working vs broken code Check for typos, null values, and off-by-one errors Rubber duck debugging — explain your code out loud Take breaks — fresh eyes spot bugs faster Coding Interview Resources:👇 https://whatsapp.com/channel/0029VammZijATRSlLxywEC3X ENJOY LEARNING 👍👍

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𝗔𝗜 & 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 𝗕𝘆 𝗜𝗜𝗧 𝗥𝗼𝗼𝗿𝗸𝗲𝗲 😍 👉Learn from IIT faculty and industry experts 🔥100% Online | 6 Months 🎓Get Prestigious Certificate 💫Companies are actively hiring candidates with Data Science & AI skills. Deadline: 8th March 2026 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗙𝗼𝗿 𝗦𝗰𝗵𝗼𝗹𝗮𝗿𝘀𝗵𝗶𝗽 𝗧𝗲𝘀𝘁 👇 :- https://pdlink.in/4kucM7E ✅ Limited seats only

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💻 Coding Interview Foundations — Part 1: Programming Language 🚀 Before jumping into Data Structures & Algorithms, master one programming language deeply. (Recommended: Python — simple, powerful, interview-friendly ⭐) 🔹 What You Must Master ✅ 1. Syntax & Basics - Variables - Data types → int, float, str, bool - Lists, Tuples, Sets, Dictionaries - Input / Output - Type casting 👉 If syntax is weak → logic won’t help in interviews. ✅ 2. Loops & Conditions - if-else statements - for loop - while loop - break, continue - Nested loops 🔥 Used in almost every coding problem. ✅ 3. Functions - Function definition - Parameters & return values - Default arguments - Recursion basics ✔ Helps write modular and structured code. ✅ 4. Important Built-in Libraries (Python Users ⭐) - collections → Counter, defaultdict - heapq → Priority Queue - math - itertools Using built-ins efficiently = strong problem solving. ✅ 5. Writing Clean Code - Meaningful variable names - Small reusable functions - Handle edge cases - Clear logic structure Interviewers evaluate thinking + code quality. ⏱️ Recommended Time Beginner → 2 weeks Intermediate → 4–5 days revision Daily: 30 min concept revision 1–2 practice problems ❌ Avoid These Mistakes - Learning multiple languages at once - Jumping to advanced topics too early - Memorizing solutions without understanding Python Resources: https://whatsapp.com/channel/0029VbBDoisBvvscrno41d1l Double Tap ♥️ For More

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💻 Don’t Overwhelm to Prepare for Coding Interviews — It’s Only This Much 🚀 🔹 FOUNDATIONS (Must First) 1️⃣ Programming Language Mastery - Choose one: Python ⭐ (most popular) Java C++ JavaScript - Focus on: Syntax Loops & conditions Functions Built-in libraries Writing clean code 2️⃣ Time & Space Complexity - Big-O notation - Time vs space tradeoff - Best / average / worst case - Complexity analysis 🔥 Very important for interviews 3️⃣ Problem Solving Basics - Pattern recognition - Breaking problems into steps - Writing pseudocode - Edge case handling 🔥 CORE DATA STRUCTURES (HIGH PRIORITY) 4️⃣ Arrays - Traversal - Two pointer technique - Sliding window - Prefix sum (🔥 Most asked topic) 5️⃣ Strings - Manipulation - Palindrome problems - Pattern matching 6️⃣ Hashing - HashMap / Dictionary - Frequency counting - Fast lookup problems 7️⃣ Linked List - Insert/delete operations - Reverse list - Fast & slow pointer 8️⃣ Stack & Queue - LIFO / FIFO - Valid parentheses - Monotonic stack 9️⃣ Trees - Binary tree traversal - Binary Search Tree - Recursion - Tree depth / height (🔥 Very important) 🔟 Heap / Priority Queue - Min / max heap - Top K problems 1️⃣1️⃣ Graphs - BFS / DFS - Shortest path - Cycle detection 🚀 ALGORITHMS (CORE INTERVIEW TOPICS) 1️⃣2️⃣ Searching Algorithms - Linear search - Binary search 1️⃣3️⃣ Sorting Algorithms - Quick sort - Merge sort - Heap sort 1️⃣4️⃣ Recursion & Backtracking - Subsets - Permutations - N-Queens 1️⃣5️⃣ Greedy Algorithms - Activity selection - Interval problems 1️⃣6️⃣ Dynamic Programming (DP) - Memoization - Tabulation - Knapsack problems (🔥 Hard but high-value topic) ⚙️ INTERVIEW SKILLS 1️⃣7️⃣ Coding Patterns (Must Know ⭐) - Two pointers - Sliding window - Fast & slow pointers - Divide & conquer - Backtracking - BFS / DFS patterns 1️⃣8️⃣ Writing Clean Code - Readable variable names - Modular functions - Handling edge cases 1️⃣9️⃣ Debugging Skills - Test cases - Dry run - Error fixing 2️⃣0️⃣ Communication During Interview - Explain approach first - Think aloud - Discuss complexity (🔥 Often ignored but important) 🌟 ADVANCED / TOP COMPANY PREP 2️⃣1️⃣ System Design Basics - Scalability - Load balancing - Architecture concepts 2️⃣2️⃣ Object-Oriented Design - Classes & objects - Design principles - Low-level design 2️⃣3️⃣ Competitive Programming (Optional) - Codeforces - LeetCode contests ⭐ Best Practice Platforms - LeetCode ⭐ - HackerRank - Codeforces - GeeksforGeeks ⭐ Double Tap ♥️ For More

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𝗣𝗮𝘆 𝗔𝗳𝘁𝗲𝗿 𝗣𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴 😍 𝗟𝗲𝗮𝗿𝗻 𝗖𝗼𝗱𝗶𝗻𝗴 & 𝗚𝗲𝘁 𝗣𝗹𝗮𝗰𝗲𝗱 𝗜𝗻 𝗧𝗼𝗽 𝗠𝗡𝗖𝘀 Eligibility:- BE/BTech / BCA / BSc 🌟 2000+ Students Placed 🤝 500+ Hiring Partners 💼 Avg. Rs. 7.4 LPA 🚀 41 LPA Highest Package 𝗕𝗼𝗼𝗸 𝗮 𝗙𝗥𝗘𝗘 𝗗𝗲𝗺𝗼👇:- https://pdlink.in/4hO7rWY ( Hurry Up 🏃‍♂️Limited Slots )

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✅ 🔤 A–Z of Full Stack Development A – Authentication Verifying user identity using methods like login, tokens, or biometrics. B – Build Tools Automate tasks like bundling, transpiling, and optimizing code (e.g., Webpack, Vite). C – CRUD Create, Read, Update, Delete – the core operations of most web apps. D – Deployment Publishing your app to a live server or cloud platform. E – Environment Variables Store sensitive data like API keys securely outside your codebase. F – Frameworks Tools that simplify development (e.g., React, Express, Django). G – GraphQL A query language for APIs that gives clients exactly the data they need. H – HTTP (HyperText Transfer Protocol) Foundation of data communication on the web. I – Integration Connecting different systems or services (e.g., payment gateways, APIs). J – JWT (JSON Web Token) Compact way to securely transmit information between parties for authentication. K – Kubernetes Tool for automating deployment and scaling of containerized applications. L – Load Balancer Distributes incoming traffic across multiple servers for better performance. M – Middleware Functions that run during request/response cycles in backend frameworks. N – NPM (Node Package Manager) Tool to manage JavaScript packages and dependencies. O – ORM (Object-Relational Mapping) Maps database tables to objects in code (e.g., Sequelize, Prisma). P – PostgreSQL Powerful open-source relational database system. Q – Queue Used for handling background tasks (e.g., RabbitMQ, Redis queues). R – REST API Architectural style for designing networked applications using HTTP. S – Sessions Store user data across multiple requests (e.g., login sessions). T – Testing Ensures your code works as expected (e.g., Jest, Mocha, Cypress). U – UX (User Experience) Designing intuitive and enjoyable user interactions. V – Version Control Track and manage code changes (e.g., Git, GitHub). W – WebSockets Enable real-time communication between client and server. X – XSS (Cross-Site Scripting) Security vulnerability where attackers inject malicious scripts into web pages. Y – YAML Human-readable data format often used for configuration files. Z – Zero Downtime Deployment Deploy updates without interrupting the running application. 💬 Double Tap ❤️ for more!

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𝗔𝗜 & 𝗠𝗟 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗕𝘆 𝗜𝗜𝗧 𝗣𝗮𝘁𝗻𝗮 😍 Placement Assistance With 5000+ companies. Companies are actively hiring candidates with AI & ML skills. 🎓 Prestigious IIT certificate 🔥 Hands-on industry projects 📈 Career-ready skills for AI & ML jobs Deadline :- March 1, 2026 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗙𝗼𝗿 𝗦𝗰𝗵𝗼𝗹𝗮𝗿𝘀𝗵𝗶𝗽 𝗧𝗲𝘀𝘁 👇 :- https://pdlink.in/4pBNxkV ✅ Limited seats only

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✅ Backend Basics Interview Questions – Part 1 (Node.js) 🧠💻 📍 1. What is Node.js? A: Node.js is a runtime environment that lets you run JavaScript on the server side. It uses Google’s V8 engine and is designed for building scalable network applications. 📍 2. How is Node.js different from traditional server-side platforms? A: Unlike PHP or Java, Node.js is event-driven and non-blocking. This makes it lightweight and efficient for I/O-heavy operations like APIs and real-time apps. 📍 3. What is the role of the package.json file? A: It stores metadata about your project (name, version, scripts) and dependencies. It’s essential for managing and sharing Node.js projects. 📍 4. What are CommonJS modules in Node.js? A: Node uses CommonJS to handle modules. You use require() to import and module.exports to export code between files. 📍 5. What is the Event Loop in Node.js? A: It allows Node.js to handle many connections asynchronously without blocking. It’s the heart of Node’s non-blocking architecture. 📍 6. What is middleware in Node.js (Express)? A: Middleware functions process requests before sending a response. They can be used for logging, auth, validation, etc. 📍 7. What is the difference between process.nextTick(), setTimeout(), and setImmediate()? A: ⦁ process.nextTick() runs after the current operation, before the next event loop. ⦁ setTimeout() runs after a minimum delay. ⦁ setImmediate() runs on the next cycle of the event loop. 📍 8. What is a callback function in Node.js? A: A function passed as an argument to another function, executed after an async task finishes. It’s the core of async programming in Node. 📍 9. What are Streams in Node.js? A: Streams let you read/write data piece-by-piece (chunks), great for handling large files. Types: Readable, Writable, Duplex, Transform. 📍 10. What is the difference between require and import? A: ⦁ require is CommonJS (used in Node.js by default). ⦁ import is ES6 module syntax (used with "type": "module" in package.json). 💬 Tap ❤️ for more!

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🎓 𝗖𝗶𝘀𝗰𝗼 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 – 𝗟𝗶𝗺𝗶𝘁𝗲𝗱 𝗧𝗶𝗺𝗲! 😍 Upskill in today’s most in-demand tech domains and boost your career 🚀 ✅ FREE Courses Offered: 💫 Modern AI 🔐 Cyber Security 🌐 Networking 📲 Internet of Things (IoT) 💫Perfect for students, freshers, and tech enthusiasts. 𝗘𝗻𝗿𝗼𝗹𝗹 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘👇:- https://pdlink.in/4qgtrxU 🎓 Get Certified by Cisco – 100% Free!

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𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 & 𝗙𝘂𝗹𝗹𝘀𝘁𝗮𝗰𝗸 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗔𝗿𝗲 𝗛𝗶𝗴𝗵𝗹𝘆 𝗗𝗲𝗺𝗮𝗻𝗱𝗶𝗻𝗴 𝗜𝗻 𝟮𝟬𝟮𝟲😍 Learn these skills from the Top 1% of the tech industry 🌟 Trusted by 7500+ Students 🤝 500+ Hiring Partners 𝗙𝘂𝗹𝗹𝘀𝘁𝗮𝗰𝗸 :- https://pdlink.in/4hO7rWY 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 :- https://pdlink.in/4fdWxJB Hurry Up, Limited seats available!

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Top 5 Mistakes to Avoid When Learning Programming ❌💻 1️⃣ Skipping the Basics Jumping into advanced topics without learning fundamentals like variables, loops, and functions slows real progress. Start simple. 2️⃣ Only Watching Tutorials Watching is passive. Code along and build your own projects. Learning comes from doing. 3️⃣ Copy-Pasting Without Understanding Don’t just copy code from the internet. Break it down and learn what each part does. 4️⃣ Avoiding Debugging Debugging teaches problem-solving. Don’t fear errors—read them, fix them, learn from them. 5️⃣ Trying to Learn Too Many Languages Stick to one language (like Python or JavaScript) until you're confident. Depth matters more than variety. 💬 Tap ❤️ for more!

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𝗔𝗜 & 𝗠𝗟 𝗔𝗿𝗲 𝗔𝗺𝗼𝗻𝗴 𝘁𝗵𝗲 𝗧𝗼𝗽 𝗦𝗸𝗶𝗹𝗹𝘀 𝗶𝗻 𝗗𝗲𝗺𝗮𝗻𝗱!😍 Grab this FREE Artificial Intelligence & Machine Learning Certification now ⚡ ✔️ Real-world concepts ✔️ Resume-boosting certificate ✔️ Career-oriented curriculum 𝐋𝐢𝐧𝐤 👇:- https://pdlink.in/4bhetTu Build a Career in AI & ML & Get Certified 🎓