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Coding Projects

Coding Projects

Kanalga Telegram’da o‘tish

Channel specialized for advanced concepts and projects to master: * Python programming * Web development * Java programming * Artificial Intelligence * Machine Learning Managed by: @love_data

Ko'proq ko'rsatish

📈 Telegram kanali Coding Projects analitikasi

Coding Projects (@programming_experts) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 67 945 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 1 908-o'rinni va Hindiston mintaqasida 4 628-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 67 945 obunachiga ega bo‘ldi.

03 Noyabr, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 79 ga, so‘nggi 24 soatda esa 3 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

  • Tasdiqlash holati: Tasdiqlanmagan
  • Jalb etish (ER): Auditoriya o‘rtacha 3.17% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.00% ini tashkil etuvchi reaksiyalarni to‘playdi.
  • Post qamrovi: Har bir post o‘rtacha 2 157 marta ko‘riladi; birinchi sutkada odatda 677 ta ko‘rish yig‘iladi.
  • Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 4 ta reaksiya keladi.
  • Tematik yo‘nalishlar: Kontent |--, algorithm, array, framework, javascript kabi asosiy mavzularga jamlangan.

📝 Tavsif va kontent siyosati

Muallif resursni shaxsiy fikrni ifoda etish maydoni sifatida ta’riflaydi:
“Channel specialized for advanced concepts and projects to master: * Python programming * Web development * Java programming * Artificial Intelligence * Machine Learning Managed by: @love_data”

Yuqori yangilanish chastotasi (oxirgi ma’lumot 04 Noyabr, 2026 da olingan) sababli kanal doimo dolzarb va katta qamrovli bo‘lib qoladi. Analitika auditoriya kontent bilan faol hamkorlik qilishini, uni Texnologiyalar & Aralashmalar toifasidagi muhim ta’sir nuqtasiga aylantirishini ko‘rsatadi.

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\n\n \n\n\n","datePublished":"2024-09-26T09:25:07Z","dateModified":"2024-09-26T09:25:07Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":9324},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":35},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":56}]}},{"@type":"ListItem","position":11,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/713","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/713","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/713","headline":"Coding Projects","datePublished":"2024-09-24T07:41:42Z","dateModified":"2024-09-24T07:41:42Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":9114},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":12},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":101}],"sharedContent":{"@type":"SocialMediaPosting","datePublished":"2024-07-27T15:17:33Z"}}},{"@type":"ListItem","position":12,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/712","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/712","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/712","headline":"Coding Projects","datePublished":"2024-09-21T05:18:41Z","dateModified":"2024-09-21T05:18:41Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":12262},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":24},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":83}]}},{"@type":"ListItem","position":13,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/711","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/711","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/711","headline":"You could completely change your life by the end of this year. You could take another job, start learning a n…","articleBody":"You could completely change your life by the end of this year.\n\nYou could take another job, start learning a new language or skill, cut out junk food and start working out. You can do anything!\n\nYou have 100% control over your life. \n\nSometimes it doesn't feel like it. Like your life is passing you by, but you could make huge changes today that could effect the rest of your life.\n\nMake a plan and do it!","datePublished":"2024-09-20T13:27:26Z","dateModified":"2024-09-20T13:27:26Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":12201},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":33},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":13}]}},{"@type":"ListItem","position":14,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/710","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/710","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/710","headline":"🎯 𝗬𝗼𝘂𝗻𝗴 𝗧𝘂𝗿𝗸𝘀 𝗦𝗸𝗶𝗹𝗹𝘀 𝗔𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁 𝗧𝗲𝘀𝘁 – 𝗡𝗮𝘂𝗸𝗿𝗶.𝗰𝗼𝗺 Naukri.com is organizing the 𝗬𝗼𝘂𝗻𝗴 𝗧𝘂𝗿𝗸𝘀 𝗦𝗸𝗶𝗹𝗹𝘀 𝗔𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁…","articleBody":"🎯 𝗬𝗼𝘂𝗻𝗴 𝗧𝘂𝗿𝗸𝘀 𝗦𝗸𝗶𝗹𝗹𝘀 𝗔𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁 𝗧𝗲𝘀𝘁 – 𝗡𝗮𝘂𝗸𝗿𝗶.𝗰𝗼𝗺\n\nNaukri.com is organizing the 𝗬𝗼𝘂𝗻𝗴 𝗧𝘂𝗿𝗸𝘀 𝗦𝗸𝗶𝗹𝗹𝘀 𝗔𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁 𝗧𝗲𝘀 for freshers and students to showcase their skills and grab exciting job opportunities!\n\n🔹 Organizer: Naukri.com\n🔹 Eligibility: Freshers from the batches of 2022, 2023, 2024, 2025 and students currently pursuing UG courses\n🔹 Test Date: Check official link for details\n🔹 Top Perks:\n 🔸 Job opportunities with leading companies\n 🔸 Certificates to boost your profile\n 🔸 Build a stronger resume\n🔹 Assessment Type: Skills-based test across various domains\n\n👉 Register For Free: https://bit.ly/3ztuXYf\n\n📌 Don’t miss this chance to stand out and get noticed by top recruiters!","datePublished":"2024-09-20T09:49:03Z","dateModified":"2024-09-20T13:25:54Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":739},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":1}]}},{"@type":"ListItem","position":15,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/709","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/709","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/709","headline":"Coding Projects","datePublished":"2024-09-20T05:29:34Z","dateModified":"2024-09-20T05:29:34Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":11477},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":13},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":35}]}},{"@type":"ListItem","position":16,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/708","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/708","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/708","headline":"30 days roadmap to learn Python for Data Analysis 😄👇 Free Resources to Learn Python for Data Analysis: https:…","articleBody":"30 days roadmap to learn Python for Data Analysis 😄👇\n\nFree Resources to Learn Python for Data Analysis: https://t.me/pythonanalyst/102\n\nDays 1-5: Introduction to Python\n1. Day 1: Install Python and a code editor (e.g., Anaconda, Jupyter Notebook).\n2. Day 2-5: Learn Python basics (variables, data types, and basic operations).\n\nDays 6-10: Control Flow and Functions\n6. Day 6-8: Study control flow (if statements, loops).\n9. Day 9-10: Learn about functions and modules in Python.\n\nDays 11-15: Data Structures\n11. Day 11-12: Explore lists, tuples, and dictionaries.\n13. Day 13-15: Study sets and string manipulation.\n\nDays 16-20: Libraries for Data Analysis\n16. Day 16-17: Get familiar with NumPy for numerical operations.\n18. Day 18-19: Dive into Pandas for data manipulation.\n20. Day 20: Basic data visualization with Matplotlib.\n\nDays 21-25: Data Cleaning and Analysis\n21. Day 21-22: Data cleaning and preprocessing using Pandas.\n23. Day 23-25: Exploratory data analysis (EDA) techniques.\n\nDays 26-30: Advanced Topics\n26. Day 26-27: Introduction to data visualization with Seaborn.\n27. Day 28-29: Introduction to machine learning with Scikit-Learn.\n30. Day 30: Create a small data analysis project.\n\nUse platforms like Kaggle to find datasets for projects & GeekforGeeks to practice coding problems.\n\nBest Resource to learn Python\n\nPython Interview Questions with Answers\n\nFreecodecamp Python Course with FREE Certificate \n\nPython for Data Analysis and Visualization \n\nPython course for beginners by Microsoft\n\nPython course by Google\n\nPlease give us credits while sharing: -> https://t.me/free4unow_backup\n\nENJOY LEARNING 👍👍","datePublished":"2024-09-17T16:36:16Z","dateModified":"2024-09-17T16:36:16Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":12828},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":16},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":83}]}},{"@type":"ListItem","position":17,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/707","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/707","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/707","headline":"Here is how you can explain your project in an interview When you’re in an interview, it’s super important to…","articleBody":"Here is how you can explain your project in an interview\n\nWhen you’re in an interview, it’s super important to know how to talk about your projects in a way that impresses the interviewer. Here are some key points to help you do just that:\n\n➤ 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗢𝘃𝗲𝗿𝘃𝗶𝗲𝘄: \n - Start with a quick summary of the project you worked on. What was it all about? What were the main goals? Keep it short and sweet something you can explain in about 30 seconds.\n\n➤ 𝗣𝗿𝗼𝗯𝗹𝗲𝗺 𝗦𝘁𝗮𝘁𝗲𝗺𝗲𝗻𝘁: \n - What problem were you trying to solve with this project? Explain why this problem was important and needed addressing.\n\n➤ 𝗣𝗿𝗼𝗽𝗼𝘀𝗲𝗱 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻: \n - Describe the solution you came up with. How does it work, and why is it a good fix for the problem?\n\n➤ 𝗬𝗼𝘂𝗿 𝗥𝗼𝗹𝗲: \n - Talk about what you specifically did. What were your main tasks? Did you face any challenges, and how did you overcome them? Make sure it’s clear whether you were leading the project, a key player, or supporting the team.\n\n➤ 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗮𝗻𝗱 𝗧𝗼𝗼𝗹𝘀: \n - Mention the tech and tools you used. This shows your technical know-how and your ability to choose the right tools for the job.\n\n➤ 𝗜𝗺𝗽𝗮𝗰𝘁 𝗮𝗻𝗱 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: \n - Share the results of your project. Did it make things better? How? Mention any improvements, efficiencies, or positive feedback you got. This helps show the project was a success and highlights your contribution.\n\n➤ 𝗧𝗲𝗮𝗺 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝗼𝗻: \n - If you worked with a team, talk about how you collaborated. What was your role in the team? How did you communicate and contribute to the team’s success?\n\n➤ 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗮𝗻𝗱 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁: \n - Reflect on what you learned from the project. How did it help you grow professionally? What new skills did you gain, and what would you do differently next time?\n\n➤ 𝗧𝗶𝗽𝘀 𝗳𝗼𝗿 𝗬𝗼𝘂𝗿 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗣𝗿𝗲𝗽𝗮𝗿𝗮𝘁𝗶𝗼𝗻:\n - Be ready with a 30 second elevator pitch about your projects, and also have a five-minute detailed overview ready.\n - Know why you chose the project, what your role was, what decisions you made, and how the results compared to what you expected.\n - Be clear on the scope of the project whether it was a long-term effort or a quick task.\n - If there’s a pause after you describe the project, don’t hesitate to ask if they’d like more details or if there’s a specific part they’re interested in.\n\nYou can check these resources for Coding interview Preparation\n\nLike for more 👍👍","datePublished":"2024-09-16T15:17:37Z","dateModified":"2024-09-16T15:17:37Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":9406},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":17},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":90}]}},{"@type":"ListItem","position":18,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/706","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/706","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/706","headline":"Here are 20 project ideas to sharpen your coding skills and build your portfolio! 👇 💡 1. RESTful API for a To…","articleBody":"Here are 20 project ideas to sharpen your coding skills and build your portfolio! 👇\n\n💡 1. RESTful API for a Todo App\n📚 2. Library Management System\n\n🏬 3. E-commerce API with Payment Gateway\n🛠 4. User Authentication System\n\n🎵 5. Music Streaming Service\n💬 6. Chat Application Backend\n\n📦 7. Inventory Management API\n📄 8. Blog Platform with Comments\n\n🏥 9. Hospital Management System\n📈 10. Analytics Dashboard\n\n📬 11. Email Campaign API\n🚗 12. Ride-Sharing Backend\n\n📦 13. Warehouse Management System\n🎓 14. Online Learning Platform\n\n🌐 15. Social Media Backend\n💳 16. Subscription Billing System\n\n🛡 17. Role-Based Access Control\n🍽 18. Restaurant Ordering API\n\n🏨 19. Hotel Booking System\n📝 20. Form Builder API\n\nBest Programming Resources: https://topmate.io/coding/886839\n\nAll the best 👍👍","datePublished":"2024-09-15T07:49:00Z","dateModified":"2024-09-15T07:49:00Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":8682},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":22},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":118}]}},{"@type":"ListItem","position":19,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/705","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/705","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/705","headline":"Coding Projects","datePublished":"2024-09-14T13:10:46Z","dateModified":"2024-09-14T13:10:46Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":8776},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":16},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":34}]}},{"@type":"ListItem","position":20,"item":{"@type":"SocialMediaPosting","@id":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/704","url":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/704","mainEntityOfPage":"https://telemetr.io/uz/channels/1580025810-programming_experts/posts/704","headline":"DSA INTERVIEW QUESTIONS AND ANSWERS 1. What is the difference between file structure and storage structure? T…","articleBody":"DSA INTERVIEW QUESTIONS AND ANSWERS\n\n1. What is the difference between file structure and storage structure?\nThe difference lies in the memory area accessed. Storage structure refers to the data structure in the memory of the computer system,\nwhereas file structure represents the storage structure in the auxiliary memory.\n\n2. Are linked lists considered linear or non-linear Data Structures?\nLinked lists are considered both linear and non-linear data structures depending upon the application they are used for. When used for\naccess strategies, it is considered as a linear data-structure. When used for data storage, it is considered a non-linear data structure.\n\n3. How do you reference all of the elements in a one-dimension array?\nAll of the elements in a one-dimension array can be referenced using an indexed loop as the array subscript so that the counter runs\nfrom 0 to the array size minus one. \n\n4. What are dynamic Data Structures? Name a few.\nThey are collections of data in memory that expand and contract to grow or shrink in size as a program runs. This enables the programmer\nto control exactly how much memory is to be utilized.Examples are the dynamic array, linked list, stack, queue, and heap.\n\n5. What is a Dequeue?\nIt is a double-ended queue, or a data structure, where the elements can be inserted or deleted at both ends (FRONT and REAR).\n\n6. What operations can be performed on queues?\nenqueue() adds an element to the end of the queue\ndequeue() removes an element from the front of the queue\ninit() is used for initializing the queue\nisEmpty tests for whether or not the queue is empty\nThe front is used to get the value of the first data item but does not remove it\nThe rear is used to get the last item from a queue.\n\n7. What is the merge sort? How does it work?\nMerge sort is a divide-and-conquer algorithm for sorting the data. It works by merging and sorting adjacent data to create bigger sorted \nlists, which are then merged recursively to form even bigger sorted lists until you have one single sorted list.\n\n8.How does the Selection sort work?\nSelection sort works by repeatedly picking the smallest number in ascending order from the list and placing it at the beginning. This process is repeated moving toward the end of the list or sorted subarray.\n\nScan all items and find the smallest. Switch over the position as the first item. Repeat the selection sort on the remaining N-1 items. We always iterate forward (i from 0 to N-1) and swap with the smallest element (always i).\n\nTime complexity: best case O(n2); worst O(n2)\n\nSpace complexity: worst O(1)\n\n9. What are the applications of graph Data Structure?\nTransport grids where stations are represented as vertices and routes as the edges of the graph\nUtility graphs of power or water, where vertices are connection points and edge the wires or pipes connecting them\nSocial network graphs to determine the flow of information and hotspots (edges and vertices)\nNeural networks where vertices represent neurons and edge the synapses between them\n\n10. What is an AVL tree?\nAn AVL (Adelson, Velskii, and Landi) tree is a height balancing binary search tree in which the difference of heights of the left\nand right subtrees of any node is less than or equal to one. This controls the height of the binary search tree by not letting\nit get skewed. This is used when working with a large data set, with continual pruning through insertion and deletion of data.\n\n11.  Differentiate NULL and VOID ?\nNull is a value, whereas Void is a data type identifier \nNull indicates an empty value for a variable, whereas void indicates pointers that have no initial size \nNull means it never existed; Void means it existed but is not in effect \n\nYou can check these resources for Coding interview Preparation\n\nCredits: https://t.me/free4unow_backup\n\nAll the best 👍👍","datePublished":"2024-09-12T03:05:02Z","dateModified":"2024-09-12T03:05:02Z","author":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"publisher":{"@type":"Organization","name":"Coding Projects","url":"https://telemetr.io/uz/channels/1580025810-programming_experts","image":"https://img.telemetr.io/c/1IVCTg/6204079056937404272?ty=x"},"commentCount":0,"interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/ViewAction","userInteractionCount":10828},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":18},{"@type":"InteractionCounter","interactionType":"https://schema.org/ShareAction","userInteractionCount":64}]}}]}
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WhatsApp is no longer a platform just for chat. It's an educational goldmine. If you do, you’re sleeping on a goldmine of knowledge and community. WhatsApp channels are a great way to practice data science, make your own community, and find accountability partners. I have curated the list of best WhatsApp channels to learn coding & data science for FREE Free Courses with Certificate 👇👇 https://whatsapp.com/channel/0029Vamhzk5JENy1Zg9KmO2g Jobs & Internship Opportunities 👇👇 https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226 Web Development 👇👇 https://whatsapp.com/channel/0029VaiSdWu4NVis9yNEE72z Python Free Books & Projects 👇👇 https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L Java Free Resources 👇👇 https://whatsapp.com/channel/0029VamdH5mHAdNMHMSBwg1s Coding Interviews 👇👇 https://whatsapp.com/channel/0029VammZijATRSlLxywEC3X SQL For Data Analysis 👇👇 https://whatsapp.com/channel/0029VanC5rODzgT6TiTGoa1v Power BI Resources 👇👇 https://whatsapp.com/channel/0029Vai1xKf1dAvuk6s1v22c Programming Free Resources 👇👇 https://whatsapp.com/channel/0029VahiFZQ4o7qN54LTzB17 Data Science Projects 👇👇 https://whatsapp.com/channel/0029Va4QUHa6rsQjhITHK82y Learn Data Science & Machine Learning 👇👇 https://whatsapp.com/channel/0029Va8v3eo1NCrQfGMseL2D Coding Projects 👇👇 https://whatsapp.com/channel/0029VamhFMt7j6fx4bYsX908 Excel for Data Analyst 👇👇 https://whatsapp.com/channel/0029VaifY548qIzv0u1AHz3i ENJOY LEARNING 👍👍

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Software development is complex, and the fancy names don't help. Hashing vs. Encryption vs. Encoding 𝗛𝗮𝘀𝗵𝗶𝗻𝗴 This is a one-way process used for data integrity verification. When you hash data, you get a unique string representing the original data. It's a one-way street; once you hash something, you can't get the original data back from the hash. While multiple values can theoretically yield the same hash, well-crafted cryptographic hash functions make such collisions incredibly rare and nearly impossible to compute. This property makes it perfect for verifying if someone altered the data. If even one-bit changes in the original data, the hash changes dramatically. 𝗘𝗻𝗰𝗿𝘆𝗽𝘁𝗶𝗼𝗻 This is the real deal when it comes to data security. It uses algorithms and keys to transform readable data (plaintext) into an unreadable format (ciphertext). Only those with the correct key can unlock (decrypt) the data and read it. This process is reversible, unlike hashing. Encryption is critical for protecting sensitive data from unauthorized access. 𝗘𝗻𝗰𝗼𝗱𝗶𝗻𝗴 This is all about data representation. It converts data from one format to another, making it easier to interpret and display. Common formats: • Base64 • UTF-8 • ASCII Encoding does NOT provide security! It's for data transmission and storage convenience. One common use of hashing is for secure password storage. When you create an account or set a password, the system hashes and stores the password in the database. During login, the system hashes the provided password and compares it to the stored hash without revealing the password.

Top 10 unique project ideas for freshers ✅ 1. Fitness Routine Generator: Develop a tool where users can input their fitness goals, time availability, and equipment, and the app generates a customized workout plan. This project will involve dynamic form handling and personalized recommendations. 2. Music Festival Planner: Create a platform for planning large music events. It could feature ticket booking, artist lineups, venue information, and an interactive map for stages. Add real-time updates for artist schedules using APIs. 3. Travel Budget Calculator: Develop a tool for travelers to plan trips, set a budget, and see a breakdown of costs like flights, accommodation, and activities. Integrate with APIs for live airfare and hotel prices. This project will teach you cost breakdown algorithms and API consumption. 4. Smart Recipe Suggestion App: Build an app that suggests recipes based on what ingredients users currently have at home. Add features like dietary preferences, cooking time, and ingredient substitutions. You’ll practice complex filtering and database management. 5. Automated Career Path Advisor: Design a platform where users input their current skills and career goals, and the app recommends a path of courses, certifications, or career advice. You’ll learn to build recommendation engines and integrate APIs for educational platforms. 6. Remote Workspace Organizer: Build a web app for organizing tasks, meetings, and projects for remote teams. Include collaborative features like shared to-do lists, a team calendar, and a file-sharing system. This project will help you practice team collaboration tools and scheduling APIs. 7. Book Tracker for Avid Readers: Create a personalized book tracker where users can log the books they've read, rate them, and set reading goals. You can integrate with external APIs to fetch book details and cover images. This would involve database management and user-generated content. 8. Nutrition Planner for Athletes: Develop a platform where athletes can input their training regimen, and the app suggests a customized nutrition plan based on calories, macros, and workout intensity. This involves complex calculations and data visualization for nutritional charts. 9. Meditation Timer with Music Integration: Create a web app for meditation with a built-in timer and background music integration. Allow users to choose different meditation lengths and calming background sounds. Integrate APIs from music platforms to stream music for meditation. 10. Charity Event Volunteer Scheduler: Design a volunteer scheduling app for charity events. Volunteers can sign up for specific time slots and roles, while event organizers can track and manage the availability of each volunteer. This will require calendar integration, user authentication, and scheduling. Best Programming Resources: https://topmate.io/coding/886839 ENJOY LEARNING 👍👍

20 Backend Project Ideas🔥 🔹API for a Task Management System 🔹To-Do List API 🔹Blog Platform 🔹Markdown Note-taking App 🔹Online Code Compiler API 🔹E-commerce API 🔹URL Shortening Service 🔹Chat Application Backend 🔹Web Scraper CLI 🔹Online Bookstore 🔹Social Media API 🔹Music Streaming App 🔹Fitness Workout Tracker 🔹Authentication and Authorization Service 🔹File Upload and Management System 🔹Recipe Sharing Platform 🔹Event Booking System 🔹Expense Tracker API 🔹Weather Forecast Service 🔹Online Food Ordering System

C++ Programming Roadmap | |-- Fundamentals | |-- Basics of Programming | | |-- Introduction to C++ | | |-- Setting Up Development Environment (IDE: Code::Blocks, Visual Studio, etc.) | | |-- Compiling and Running C++ Programs | | | |-- Syntax and Structure | | |-- Basic Syntax | | |-- Variables and Data Types | | |-- Operators (Arithmetic, Relational, Logical, Bitwise) | |-- Control Structures | |-- Conditional Statements | | |-- If-Else Statements | | |-- Switch Case | | | |-- Loops | | |-- For Loop | | |-- While Loop | | |-- Do-While Loop | | | |-- Jump Statements | | |-- Break, Continue | | |-- Goto Statement | |-- Functions and Scope | |-- Defining Functions | | |-- Function Syntax | | |-- Parameters and Arguments (Pass by Value, Pass by Reference) | | |-- Return Statement | | | |-- Function Overloading | | |-- Overloading Functions with Different Parameters | | | |-- Scope and Lifetime | | |-- Local and Global Scope | | |-- Static Variables | |-- Object-Oriented Programming (OOP) | |-- Basics of OOP | | |-- Classes and Objects | | |-- Member Functions and Data Members | | | |-- Constructors and Destructors | | |-- Constructor Types (Default, Parameterized, Copy) | | |-- Destructor Basics | | | |-- Inheritance | | |-- Single and Multiple Inheritance | | |-- Protected Access Specifier | | |-- Virtual Base Class | | | |-- Polymorphism | | |-- Function Overriding | | |-- Virtual Functions and Pure Virtual Functions | | |-- Abstract Classes | | | |-- Encapsulation and Abstraction | | |-- Access Specifiers (Public, Private, Protected) | | |-- Getters and Setters | | | |-- Operator Overloading | | |-- Overloading Operators (Arithmetic, Relational, etc.) | | |-- Friend Functions | |-- Advanced C++ | |-- Pointers and Dynamic Memory | | |-- Pointer Basics | | |-- Dynamic Memory Allocation (new, delete) | | |-- Pointer Arithmetic | | | |-- References | | |-- Reference Variables | | |-- Passing by Reference | | | |-- Templates | | |-- Function Templates | | |-- Class Templates | | | |-- Exception Handling | | |-- Try-Catch Blocks | | |-- Throwing Exceptions | | |-- Standard Exceptions | |-- Data Structures | |-- Arrays and Strings | | |-- One-Dimensional and Multi-Dimensional Arrays | | |-- String Handling | | | |-- Linked Lists | | |-- Singly and Doubly Linked Lists | | | |-- Stacks and Queues | | |-- Stack Operations (Push, Pop, Peek) | | |-- Queue Operations (Enqueue, Dequeue) | | | |-- Trees and Graphs | | |-- Binary Trees, Binary Search Trees | | |-- Graph Representation and Traversal (DFS, BFS) | |-- Standard Template Library (STL) | |-- Containers | | |-- Vectors, Lists, Deques | | |-- Stacks, Queues, Priority Queues | | |-- Sets, Maps, Unordered Maps | | | |-- Iterators | | |-- Input and Output Iterators | | |-- Forward, Bidirectional, and Random Access Iterators | | | |-- Algorithms | | |-- Sorting, Searching, and Manipulation | | |-- Numeric Algorithms | |-- File Handling | |-- Streams and File I/O | | |-- ifstream, ofstream, fstream | | |-- Reading and Writing Files | | |-- Binary File Handling | |-- Testing and Debugging | |-- Debugging Tools | | |-- gdb (GNU Debugger) | | |-- Valgrind for Memory Leak Detection | | | |-- Unit Testing | | |-- Google Test (gtest) | | |-- Writing and Running Tests | |-- Deployment and DevOps | |-- Version Control with Git | | |-- Integrating C++ Projects with GitHub | |-- Continuous Integration/Continuous Deployment (CI/CD) | | |-- Using Jenkins or GitHub | | |   |--Free courses | | |--imp.i115008.net/kjoq9V |   |   |--imp.i115008.net/5bmnKL |   |   |--Microsoft Documentation |   |   |--Udemy Course Join @free4unow_backup for more free resources ENJOY LEARNING 👍👍

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This will help Crack your next Java Interview even if you have 5+ years of experience! 𝗧𝗼𝗽𝗶𝗰 𝟭: 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗳𝗹𝗼𝘄 𝗮𝗻𝗱 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 - Please tell me about your project and its architecture, Challenges faced? - What was your role in the project? Tech Stack of project? why this stack? - Problem you solved during the project? How collaboration within the team? - What lessons did you learn from working on this project? 𝗧𝗼𝗽𝗶𝗰 𝟮: 𝗖𝗼𝗿𝗲 𝗝𝗮𝘃𝗮 - String Concepts/Hashcode-Equal Methods - Immutability - OOP concepts - Serialization - Collection Framework - Exception Handling - Multithreading - Java Memory Model - Garbage collection 𝗧𝗼𝗽𝗶𝗰 𝟯: 𝗝𝗮𝘃𝗮-𝟴/𝗝𝗮𝘃𝗮-𝟭𝟭/𝗝𝗮𝘃𝗮𝟭𝟳 - Java 8 features - Default/Static methods - Lambda expression - Functional interfaces - Optional API - Stream API - Pattern matching - Text block - Modules 𝗧𝗼𝗽𝗶𝗰 𝟰: 𝗦𝗽𝗿𝗶𝗻𝗴 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸, 𝗦𝗽𝗿𝗶𝗻𝗴-𝗕𝗼𝗼𝘁, 𝗠𝗶𝗰𝗿𝗼𝘀𝗲𝗿𝘃𝗶𝗰𝗲, 𝗮𝗻𝗱 𝗥𝗲𝘀𝘁 𝗔𝗣𝗜 - Dependency Injection/IOC, Spring MVC - Configuration, Annotations, CRUD - Bean, Scopes, Profiles, Bean lifecycle - App context/Bean context - AOP, Exception Handler, Control Advice - Security (JWT, Oauth) - Actuators - WebFlux and Mono Framework - HTTP methods - JPA - Microservice concepts - Spring Cloud 𝗧𝗼𝗽𝗶𝗰 𝟱: 𝗛𝗶𝗯𝗲𝗿𝗻𝗮𝘁𝗲/𝗦𝗽𝗿𝗶𝗻𝗴-𝗱𝗮𝘁𝗮 𝗝𝗽𝗮/𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲 (𝗦𝗤𝗟 𝗼𝗿 𝗡𝗼𝗦𝗤𝗟) - JPA Repositories - Relationship with Entities - SQL queries on Employee department - Queries, Highest Nth salary queries - Relational and No-Relational DB concepts - CRUD operations in DB - Joins, indexing, procs, function 𝗧𝗼𝗽𝗶𝗰 𝟲: 𝗖𝗼𝗱𝗶𝗻𝗴 - DSA Related Questions - Sorting and searching using Java API - Stream API coding Questions 𝗧𝗼𝗽𝗶𝗰 𝟳: 𝗗𝗲𝘃𝗼𝗽𝘀 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 𝗼𝗻 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 𝗧𝗼𝗼𝗹𝘀 - These types of topics are mostly asked by managers or leads who are heavily working on it, That's why they may grill you on DevOps/deployment-related tools, You should have an understanding of common tools like Jenkins, Kubernetes, Kafka, Cloud, and all 𝗧𝗼𝗽𝗶𝗰𝘀 𝟴: 𝗕𝗲𝘀𝘁 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗲 - The interviewer always wanted to ask about some design patterns, it maybe Normal design patterns like singleton, factory, or observer patterns to know that you can use these in coding Best Programming Resources: https://topmate.io/coding/886839 All the best 👍👍

LEGEND Form Project 😅😀 ----------------------------------------------------- Complete Source Code 👇 ----------------------------------------------------- <html> <head> <style> .outer{  margin:auto; height:300px; width:400px; border:2px solid black; position:relative } p{ margin-left:80px; } .in{ margin-left:80px; padding:10px } #bt{ margin-top:20px; position:absolute; left:150px; } #bt:hover{ background:green; font-size:13px; cursor:pointer; color:white; } </style> <script> function fa(){ if(a.value=="" || b.value==""){ f() document.getElementById("a").style.border="3px solid red" document.getElementById("b").style.border="3px solid red" bt.value="Pahila data tak" } else{ document.getElementById("a").style.border="3px solid green" document.getElementById("b").style.border="3px solid green" bt.value="Ha thik ahe ata" bt.style.left="120px"; } } flag=1 function f(){ if(flag==1){ bt.style.left="210px" flag=2 } else if(flag==2){ bt.style.left="80px" flag=1 } } </script> </head> <body> <div class="outer"> <h1 style="text-align:center">Legend form</h1> <p>Enter Id</p> <input class="in" type="text" placeholder="Enter id" id="a"/> <p>Enter Confirm Pass</p> <input class="in" type="password" placeholder="Enter password" id="b"/> <br> <input type="submit" onmouseenter="fa()" onclick="alert('waaaa')" id="bt" /> </div> </body> </html>

machine-learning-projects-python.pdf2.01 MB

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You could completely change your life by the end of this year. You could take another job, start learning a new language or skill, cut out junk food and start working out. You can do anything! You have 100% control over your life. Sometimes it doesn't feel like it. Like your life is passing you by, but you could make huge changes today that could effect the rest of your life. Make a plan and do it!

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30 days roadmap to learn Python for Data Analysis 😄👇 Free Resources to Learn Python for Data Analysis: https://t.me/pythonanalyst/102 Days 1-5: Introduction to Python 1. Day 1: Install Python and a code editor (e.g., Anaconda, Jupyter Notebook). 2. Day 2-5: Learn Python basics (variables, data types, and basic operations). Days 6-10: Control Flow and Functions 6. Day 6-8: Study control flow (if statements, loops). 9. Day 9-10: Learn about functions and modules in Python. Days 11-15: Data Structures 11. Day 11-12: Explore lists, tuples, and dictionaries. 13. Day 13-15: Study sets and string manipulation. Days 16-20: Libraries for Data Analysis 16. Day 16-17: Get familiar with NumPy for numerical operations. 18. Day 18-19: Dive into Pandas for data manipulation. 20. Day 20: Basic data visualization with Matplotlib. Days 21-25: Data Cleaning and Analysis 21. Day 21-22: Data cleaning and preprocessing using Pandas. 23. Day 23-25: Exploratory data analysis (EDA) techniques. Days 26-30: Advanced Topics 26. Day 26-27: Introduction to data visualization with Seaborn. 27. Day 28-29: Introduction to machine learning with Scikit-Learn. 30. Day 30: Create a small data analysis project. Use platforms like Kaggle to find datasets for projects & GeekforGeeks to practice coding problems. Best Resource to learn Python Python Interview Questions with Answers Freecodecamp Python Course with FREE Certificate Python for Data Analysis and Visualization Python course for beginners by Microsoft Python course by Google Please give us credits while sharing: -> https://t.me/free4unow_backup ENJOY LEARNING 👍👍

Here is how you can explain your project in an interview When you’re in an interview, it’s super important to know how to talk about your projects in a way that impresses the interviewer. Here are some key points to help you do just that: ➤ 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗢𝘃𝗲𝗿𝘃𝗶𝗲𝘄: - Start with a quick summary of the project you worked on. What was it all about? What were the main goals? Keep it short and sweet something you can explain in about 30 seconds. ➤ 𝗣𝗿𝗼𝗯𝗹𝗲𝗺 𝗦𝘁𝗮𝘁𝗲𝗺𝗲𝗻𝘁: - What problem were you trying to solve with this project? Explain why this problem was important and needed addressing. ➤ 𝗣𝗿𝗼𝗽𝗼𝘀𝗲𝗱 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻: - Describe the solution you came up with. How does it work, and why is it a good fix for the problem? ➤ 𝗬𝗼𝘂𝗿 𝗥𝗼𝗹𝗲: - Talk about what you specifically did. What were your main tasks? Did you face any challenges, and how did you overcome them? Make sure it’s clear whether you were leading the project, a key player, or supporting the team. ➤ 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗮𝗻𝗱 𝗧𝗼𝗼𝗹𝘀: - Mention the tech and tools you used. This shows your technical know-how and your ability to choose the right tools for the job. ➤ 𝗜𝗺𝗽𝗮𝗰𝘁 𝗮𝗻𝗱 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: - Share the results of your project. Did it make things better? How? Mention any improvements, efficiencies, or positive feedback you got. This helps show the project was a success and highlights your contribution. ➤ 𝗧𝗲𝗮𝗺 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝗼𝗻: - If you worked with a team, talk about how you collaborated. What was your role in the team? How did you communicate and contribute to the team’s success? ➤ 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗮𝗻𝗱 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁: - Reflect on what you learned from the project. How did it help you grow professionally? What new skills did you gain, and what would you do differently next time? ➤ 𝗧𝗶𝗽𝘀 𝗳𝗼𝗿 𝗬𝗼𝘂𝗿 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗣𝗿𝗲𝗽𝗮𝗿𝗮𝘁𝗶𝗼𝗻: - Be ready with a 30 second elevator pitch about your projects, and also have a five-minute detailed overview ready. - Know why you chose the project, what your role was, what decisions you made, and how the results compared to what you expected. - Be clear on the scope of the project whether it was a long-term effort or a quick task. - If there’s a pause after you describe the project, don’t hesitate to ask if they’d like more details or if there’s a specific part they’re interested in. You can check these resources for Coding interview Preparation Like for more 👍👍

Here are 20 project ideas to sharpen your coding skills and build your portfolio! 👇 💡 1. RESTful API for a Todo App 📚 2. Library Management System 🏬 3. E-commerce API with Payment Gateway 🛠 4. User Authentication System 🎵 5. Music Streaming Service 💬 6. Chat Application Backend 📦 7. Inventory Management API 📄 8. Blog Platform with Comments 🏥 9. Hospital Management System 📈 10. Analytics Dashboard 📬 11. Email Campaign API 🚗 12. Ride-Sharing Backend 📦 13. Warehouse Management System 🎓 14. Online Learning Platform 🌐 15. Social Media Backend 💳 16. Subscription Billing System 🛡 17. Role-Based Access Control 🍽 18. Restaurant Ordering API 🏨 19. Hotel Booking System 📝 20. Form Builder API Best Programming Resources: https://topmate.io/coding/886839 All the best 👍👍

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DSA INTERVIEW QUESTIONS AND ANSWERS 1. What is the difference between file structure and storage structure? The difference lies in the memory area accessed. Storage structure refers to the data structure in the memory of the computer system, whereas file structure represents the storage structure in the auxiliary memory. 2. Are linked lists considered linear or non-linear Data Structures? Linked lists are considered both linear and non-linear data structures depending upon the application they are used for. When used for access strategies, it is considered as a linear data-structure. When used for data storage, it is considered a non-linear data structure. 3. How do you reference all of the elements in a one-dimension array? All of the elements in a one-dimension array can be referenced using an indexed loop as the array subscript so that the counter runs from 0 to the array size minus one. 4. What are dynamic Data Structures? Name a few. They are collections of data in memory that expand and contract to grow or shrink in size as a program runs. This enables the programmer to control exactly how much memory is to be utilized.Examples are the dynamic array, linked list, stack, queue, and heap. 5. What is a Dequeue? It is a double-ended queue, or a data structure, where the elements can be inserted or deleted at both ends (FRONT and REAR). 6. What operations can be performed on queues? enqueue() adds an element to the end of the queue dequeue() removes an element from the front of the queue init() is used for initializing the queue isEmpty tests for whether or not the queue is empty The front is used to get the value of the first data item but does not remove it The rear is used to get the last item from a queue. 7. What is the merge sort? How does it work? Merge sort is a divide-and-conquer algorithm for sorting the data. It works by merging and sorting adjacent data to create bigger sorted lists, which are then merged recursively to form even bigger sorted lists until you have one single sorted list. 8.How does the Selection sort work? Selection sort works by repeatedly picking the smallest number in ascending order from the list and placing it at the beginning. This process is repeated moving toward the end of the list or sorted subarray. Scan all items and find the smallest. Switch over the position as the first item. Repeat the selection sort on the remaining N-1 items. We always iterate forward (i from 0 to N-1) and swap with the smallest element (always i). Time complexity: best case O(n2); worst O(n2) Space complexity: worst O(1) 9. What are the applications of graph Data Structure? Transport grids where stations are represented as vertices and routes as the edges of the graph Utility graphs of power or water, where vertices are connection points and edge the wires or pipes connecting them Social network graphs to determine the flow of information and hotspots (edges and vertices) Neural networks where vertices represent neurons and edge the synapses between them 10. What is an AVL tree? An AVL (Adelson, Velskii, and Landi) tree is a height balancing binary search tree in which the difference of heights of the left and right subtrees of any node is less than or equal to one. This controls the height of the binary search tree by not letting it get skewed. This is used when working with a large data set, with continual pruning through insertion and deletion of data. 11.  Differentiate NULL and VOID ? Null is a value, whereas Void is a data type identifier Null indicates an empty value for a variable, whereas void indicates pointers that have no initial size Null means it never existed; Void means it existed but is not in effect You can check these resources for Coding interview Preparation Credits: https://t.me/free4unow_backup All the best 👍👍