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

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📈 Аналитический обзор Telegram-канала Coding Projects

Канал Coding Projects (@programming_experts) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 66 133 подписчиков, занимая 1 978 место в категории Технологии и приложения и 5 188 место в регионе Индия.

📊 Показатели аудитории и динамика

С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 66 133 подписчиков.

Согласно последним данным от 15 июня, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 828, а за последние 24 часа — 27, при этом общий охват остаётся высоким.

  • Статус верификации: Не верифицирован
  • Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 3.25%. В первые 24 часа после публикации контент обычно набирает 1.30% реакций от общего числа подписчиков.
  • Охват публикаций: В среднем каждый пост получает 2 147 просмотров. В течение первых суток публикация набирает 861 просмотров.
  • Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 6.
  • Тематические интересы: Контент сосредоточен на ключевых темах, таких как |--, algorithm, array, framework, javascript.

📝 Описание и контентная политика

Автор описывает ресурс как площадку для выражения субъективного мнения:
Channel specialized for advanced concepts and projects to master: * Python programming * Web development * Java programming * Artificial Intelligence * Machine Learning Managed by: @love_data

Благодаря высокой частоте обновлений (последние данные получены 16 июня, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Технологии и приложения.

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Python Project Ideas
Python Project Ideas

🚀 𝐁𝐞𝐜𝐨𝐦𝐞 𝐚 𝐓𝐎𝐏 𝐍𝐎𝐓𝐂𝐇 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐭/𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭 😍 Curriculum designed and taught by Alumni from IITs & Leading Tech Companies. 👩‍🎓 1500+ Students Placed 💼 7.2 LPA Avg. Package 💰 41 LPA Highest Package 🤝 450+ Hiring Partners  𝐀𝐩𝐩𝐥𝐲 𝐍𝐨𝐰👇 : https://pdlink.in/3BLThWo ( Limited Slots ) Land your Dream Data Science and AI Job, Learn live from top Data Experts

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Java Developer Interview ❤ It'll gonna be super helpful for YOU 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? - If you could go back, what would you do differently in this project? 𝗧𝗼𝗽𝗶𝗰 𝟮: 𝗖𝗼𝗿𝗲 𝗝𝗮𝘃𝗮 - String Concepts/Hashcode- Equal Methods - Immutability - OOPS 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 may be Normal design patterns like singleton, factory, or observer patterns to know that you can use these in coding. Make sure to scroll through the above messages 💝 definitely you will get the more interesting things 🤠 All the best 👍👍

𝐀𝐜𝐜𝐞𝐧𝐭𝐮𝐫𝐞 𝐅𝐑𝐄𝐄 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐂𝐨𝐮𝐫𝐬𝐞𝐬😍 1) Data Processing and Visualization 2) Exploratory D
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Practical Network Automation - Second Edition

Practical Network Automation - Second Edition Network automation is the use of IT controls to supervise and carry out everyday network management functions. It plays a key role in network virtualization technologies and network functions. The book starts by providing an introduction to network automation, and its applications, which include integrating DevOps tools to automate the network efficiently. It then guides you through different network automation tasks and covers various data digging and performing tasks such as ensuring golden state configurations using templates, interface parsing. This book also focuses on Intelligent Operations using Artificial Intelligence and troubleshooting using chatbots and voice commands. The book then moves on to the use of Python and the management of SSH keys for machine-to-machine (M2M) communication, all followed by practical use cases. The book also covers the importance of Ansible for network automation, including best practices in automation; ways to test automated networks using tools such as Puppet, SaltStack, and Chef; and other important techniques. Through practical use-cases and examples, this book will acquaint you with the various aspects of network automation. It will give you the solid foundation you need to automate your own network without any hassle.

Russia hosted the AI Journey international conference, during which the second season of the AI4PLANET scientific and educational video podcast was released. The main topic of this season was the role of AI in the emergence of new professions and transformation of existing ones. The speakers of the podcast discussed in 10 episodes how AI is already helping experts and what are the prospects of using AI in the work of ecologists, climatologists, doctors, teachers, HR-specialists and security officers. The experts sought answers to the burning questions: ▫️ How will AI strengthen the skills of the in-demand specialist of the future? ▫️ Do scientists and researchers already need to master Data Science skills now? ▫️ AI-developer for sustainable development - a new profession or a collective image of coordinated interdisciplinary work of a large team? AI4PLANET is a technological “journey” through professions from different fields of sustainable development: from climate and ecology to psychology and professions of the future. We invite you to listen to the AI4PLANET video podcast on YouTube.

𝗧𝗼𝗽 𝟭𝟱 𝗚𝗮𝗺𝗲 𝗗𝗲𝘃 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀👾🎮 1. C++: AAA games (Unreal) 2. C#: Unity, indie game 3. JavaScript: Web game 4. Java: Android game 5. Python: Prototypes (Pygame) 6. Lua: Scripting (Roblox) 7. Swift: iOS games 8. Objective-C: Legacy iOS/macOS 9. Rust: System-level (Amethyst) 10. Go: Multiplayer servers 11. HTML5 + JS: Simple 2D games 12. Kotlin: Android apps 13. Haxe: Cross-platform 2D 14. TypeScript: Scalable web games 15. Ruby: Lightweight 2D games

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📢Announcing 𝐈𝐧𝐝𝐢𝐚'𝐬 𝐨𝐧𝐞 & 𝐨𝐧𝐥𝐲 𝐒𝐭𝐮𝐝𝐞𝐧𝐭 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 & 𝐈𝐧𝐭𝐞𝐫𝐧𝐬𝐡𝐢𝐩 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨�
📢Announcing 𝐈𝐧𝐝𝐢𝐚'𝐬 𝐨𝐧𝐞 & 𝐨𝐧𝐥𝐲 𝐒𝐭𝐮𝐝𝐞𝐧𝐭 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 & 𝐈𝐧𝐭𝐞𝐫𝐧𝐬𝐡𝐢𝐩 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐩𝐫𝐨𝐠𝐫𝐚𝐦 in Advanced 𝐃𝐚𝐭𝐚 𝐒𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞𝐬 & 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦 by E&ICT IIT Guwahati.⁣ ⁣ Program Perks:⁣ 1. Orientation at 𝐄&𝐈𝐂𝐓 𝐈𝐈𝐓 𝐆𝐮𝐰𝐚𝐡𝐚𝐭𝐢 𝐜𝐚𝐦𝐩𝐮𝐬⁣ 2. Guest lectures by IIT faculty⁣ 3. 2-days hackathon at 𝐄&𝐈𝐂𝐓, 𝐈𝐈𝐓 𝐆𝐮𝐰𝐚𝐡𝐚𝐭𝐢⁣ 4. Graduation ceremony at 𝐄&𝐈𝐂𝐓 𝐈𝐈𝐓 𝐆𝐮𝐰𝐚𝐡𝐚𝐭𝐢⁣ + most importantly an 𝐈𝐧𝐭𝐞𝐫𝐧𝐬𝐡𝐢𝐩 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 and much more. ⁣ ⁣ Register for the 𝐒𝐜𝐡𝐨𝐥𝐚𝐫𝐬𝐡𝐢𝐩 + 𝐀𝐝𝐦𝐢𝐬𝐬𝐢𝐨𝐧 𝐓𝐞𝐬𝐭 for the program.⁣ ⁣ 🗓️ Test Date: 𝟐𝟎𝐭𝐡 𝐃𝐞𝐜 𝟐𝟎𝟐𝟒, 𝟖:𝟎𝟎 𝐏𝐌 - 𝟗:𝟑𝟎 𝐏𝐌⁣ 💰 Scholarships Worth: ₹𝟓,𝟎𝟎𝟎 𝐭𝐨 ₹𝟏𝟓,𝟎𝟎𝟎⁣ 💵 Test Fee: ₹99 (non-refundable)⁣ ⁣ 👉 Register now: Click Here⁣ ⏳ Seats are Limited! 𝐃𝐨𝐧’𝐭 𝐌𝐢𝐬𝐬 𝐎𝐮𝐭!⁣ 🎓 Let 𝐈𝐈𝐓 𝐆𝐮𝐰𝐚𝐡𝐚𝐭𝐢’𝐬 𝐞𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 & 𝐂𝐨𝐝𝐢𝐧𝐠 𝐍𝐢𝐧𝐣𝐚𝐬' 𝐦𝐞𝐧𝐭𝐨𝐫𝐬𝐡𝐢𝐩 shape your career!⁣ ⁣

4 Projects to Add to Your Resume: 1. To-Do List App 2. E-commerce Product Catalog 3. Weather App 4. GitHub Repository Viewer

🚨30 FREE Dataset Sources for Data Science Projects🔥 Data Simplifier: https://datasimplifier.com/best-data-analyst-projects-for-freshers/ US Government Dataset: https://www.data.gov/ Open Government Data (OGD) Platform India: https://data.gov.in/ The World Bank Open Data: https://data.worldbank.org/ Data World: https://data.world/ BFI - Industry Data and Insights: https://www.bfi.org.uk/data-statistics The Humanitarian Data Exchange (HDX): https://data.humdata.org/ Data at World Health Organization (WHO): https://www.who.int/data FBI’s Crime Data Explorer: https://crime-data-explorer.fr.cloud.gov/ AWS Open Data Registry: https://registry.opendata.aws/ FiveThirtyEight: https://data.fivethirtyeight.com/ IMDb Datasets: https://www.imdb.com/interfaces/ Kaggle: https://www.kaggle.com/datasets UCI Machine Learning Repository: https://archive.ics.uci.edu/ml/index.php Google Dataset Search: https://datasetsearch.research.google.com/ Nasdaq Data Link: https://data.nasdaq.com/ Recommender Systems and Personalization Datasets: https://cseweb.ucsd.edu/~jmcauley/datasets.html Reddit - Datasets: https://www.reddit.com/r/datasets/ Open Data Network by Socrata: https://www.opendatanetwork.com/ Climate Data Online by NOAA: https://www.ncdc.noaa.gov/cdo-web/ Azure Open Datasets: https://azure.microsoft.com/en-us/services/open-datasets/ IEEE Data Port: https://ieee-dataport.org/ Wikipedia: Database: https://dumps.wikimedia.org/ BuzzFeed News: https://github.com/BuzzFeedNews/everything Academic Torrents: https://academictorrents.com/ Yelp Open Dataset: https://www.yelp.com/dataset The NLP Index by Quantum Stat: https://index.quantumstat.com/ Computer Vision Online: http://www.computervisiononline.com/dataset Visual Data Discovery: https://www.visualdata.io/ Roboflow Public Datasets: https://public.roboflow.com/ Computer Vision Group, TUM: https://vision.in.tum.de/data/datasets

𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐭 𝐉𝐨𝐛𝐬 𝐈𝐧 𝐓𝐨𝐩 𝐂𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬😍 | 𝐀𝐜𝐫𝐨𝐬𝐬 𝐈𝐧𝐝𝐢𝐚  Companies Hiring:-  - Capgemini - Wipro - KPMG - Microsoft  - IBM Salary Range :- 7 To  24LPA  𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 & 𝐔𝐩𝐥𝐨𝐚𝐝 𝐘𝐨𝐮𝐫 𝐑𝐞𝐬𝐮𝐦𝐞👇:-   https://bit.ly/3ZGZMS9 Enter your experience & Complete The Registration Process Select the company name & apply for jobs

Building Chatbots with Python

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Coding and Aptitude Round before interview Coding challenges are meant to test your coding skills (especially if you are applying for ML engineer role). The coding challenges can contain algorithm and data structures problems of varying difficulty. These challenges will be timed based on how complicated the questions are. These are intended to test your basic algorithmic thinking. Sometimes, a complicated data science question like making predictions based on twitter data are also given. These challenges are hosted on HackerRank, HackerEarth, CoderByte etc. In addition, you may even be asked multiple-choice questions on the fundamentals of data science and statistics. This round is meant to be a filtering round where candidates whose fundamentals are little shaky are eliminated. These rounds are typically conducted without any manual intervention, so it is important to be well prepared for this round. Sometimes a separate Aptitude test is conducted or along with the technical round an aptitude test is also conducted to assess your aptitude skills. A Data Scientist is expected to have a good aptitude as this field is continuously evolving and a Data Scientist encounters new challenges every day. If you have appeared for GMAT / GRE or CAT, this should be easy for you. Resources for Prep: For algorithms and data structures prep,Leetcode and Hackerrank are good resources. For aptitude prep, you can refer to IndiaBixand Practice Aptitude. With respect to data science challenges, practice well on GLabs and Kaggle. Brilliant is an excellent resource for tricky math and statistics questions. For practising SQL, SQL Zoo and Mode Analytics are good resources that allow you to solve the exercises in the browser itself. Things to Note: Ensure that you are calm and relaxed before you attempt to answer the challenge. Read through all the questions before you start attempting the same. Let your mind go into problem-solving mode before your fingers do! In case, you are finished with the test before time, recheck your answers and then submit. Sometimes these rounds don’t go your way, you might have had a brain fade, it was not your day etc. Don’t worry! Shake if off for there is always a next time and this is not the end of the world.

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Work Smarter 💪