Coding & AI Resources

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📚Get daily updates for : ✅ Free resources ✅ All Free notes ✅ Internship,Jobs and a lot more....😍 📍Join & Share this channel with your friends and college mates ❤️ Managed by: @love_data Buy ads: https://telega.io/c/leadcoding

Network:Free Courses with Certificate - Python Programming, Data Science, Java Coding, SQL, Web Development, AI, ML, ChatGPT Expert India11 803 Education5 363...

📈 Analytical overview of Telegram channel Coding & AI Resources

Channel Coding & AI Resources (@leadcoding) in the English language segment is an active participant. Currently, the community unites 35 476 subscribers, ranking 5 363 in the Education category and 11 803 in the India region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 35 476 subscribers.

According to the latest data from 12 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 74 over the last 30 days and by 1 over the last 24 hours, overall reach remains high.

Verification status: Not verified
Engagement rate (ER): The average audience engagement rate is 3.68%. Within the first 24 hours after publication, content typically collects N/A% reactions from the total number of subscribers.
Post reach: On average, each post receives 1 307 views. Within the first day, a publication typically gains 0 views.
Reactions and interaction: The audience actively supports content: the average number of reactions per post is 7.
Thematic interests: Content is focused on key topics such as learning, link:-, element, programming, analytic.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“📚Get daily updates for : ✅ Free resources ✅ All Free notes ✅ Internship,Jobs and a lot more....😍 📍Join & Share this channel with your friends and college mates ❤️ Managed by: @love_data Buy ads: https://telega.io/c/leadcoding”

Thanks to the high frequency of updates (latest data received on 13 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 Education category.

35 476

Subscribers

+124 hours

No data7 days

+7430 days

1 307

Post views

No data24 hours

No data48 hours

3.68%

Engagement rate

No data

Posts per day

Ads index

beta

Posts Archive

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How to master Python from scratch🚀 1. Setup and Basics 🏁 - Install Python 🖥️: Download Python and set it up. - Hello, World! 🌍: Write your first Hello World program. 2. Basic Syntax 📜 - Variables and Data Types 📊: Learn about strings, integers, floats, and booleans. - Control Structures 🔄: Understand if-else statements, for loops, and while loops. - Functions 🛠️: Write reusable blocks of code. 3. Data Structures 📂 - Lists 📋: Manage collections of items. - Dictionaries 📖: Store key-value pairs. - Tuples 📦: Work with immutable sequences. - Sets 🔢: Handle collections of unique items. 4. Modules and Packages 📦 - Standard Library 📚: Explore built-in modules. - Third-Party Packages 🌐: Install and use packages with pip. 5. File Handling 📁 - Read and Write Files 📝 - CSV and JSON 📑 6. Object-Oriented Programming 🧩 - Classes and Objects 🏛️ - Inheritance and Polymorphism 👨‍👩‍👧 7. Web Development 🌐 - Flask 🍼: Start with a micro web framework. - Django 🦄: Dive into a full-fledged web framework. 8. Data Science and Machine Learning 🧠 - NumPy 📊: Numerical operations. - Pandas 🐼: Data manipulation and analysis. - Matplotlib 📈 and Seaborn 📊: Data visualization. - Scikit-learn 🤖: Machine learning. 9. Automation and Scripting 🤖 - Automate Tasks 🛠️: Use Python to automate repetitive tasks. - APIs 🌐: Interact with web services. 10. Testing and Debugging 🐞 - Unit Testing 🧪: Write tests for your code. - Debugging 🔍: Learn to debug efficiently. 11. Advanced Topics 🚀 - Concurrency and Parallelism 🕒 - Decorators 🌀 and Generators ⚙️ - Web Scraping 🕸️: Extract data from websites using BeautifulSoup and Scrapy. 12. Practice Projects 💡 - Calculator 🧮 - To-Do List App 📋 - Weather App ☀️ - Personal Blog 📝 13. Community and Collaboration 🤝 - Contribute to Open Source 🌍 - Join Coding Communities 💬 - Participate in Hackathons 🏆 14. Keep Learning and Improving 📈 - Read Books 📖: Like "Automate the Boring Stuff with Python". - Watch Tutorials 🎥: Follow video courses and tutorials. - Solve Challenges 🧩: On platforms like LeetCode, HackerRank, and CodeWars. 15. Teach and Share Knowledge 📢 - Write Blogs ✍️ - Create Video Tutorials 📹 - Mentor Others 👨‍🏫 I have curated the best interview resources to crack Python Interviews 👇👇 https://topmate.io/coding/898340 Hope you'll like it Like this post if you need more resources like this 👍❤️

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𝗧𝗼𝗽 𝟱 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 😍 1)Data Science Foundations 2)SQL for Data Science 3)Python for Data Science 4)Introduction to Data Science 5)Data Science Projects 𝐋𝐢𝐧𝐤 👇:- https://pdlink.in/4hDFv7E Enroll For FREE & Get Certified 🎓

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Python Data Science Projects For Boosting Your Portfolio

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𝗧𝗮𝘁𝗮 𝗚𝗿𝗼𝘂𝗽 𝗙𝗥𝗘𝗘 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝘀😍 TCS plans to hire 40,000 trainees in 2025, here are these 3 virtual internships by Tata Group that you can take which will take roughly 4-6 hours to complete. After completing this internship you will get a free certificate that you can add in your resume which will help to increase your chances of getting hired. 𝐋𝐢𝐧𝐤 👇:- https://pdlink.in/40Ej1MM Enroll For FREE & Get Certified 🎓

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Javascript Handwritten ✅ Notes

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learning-nodejs-development(5).pdf50.54 MB

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𝟭𝟬𝟬% 𝗙𝗥𝗘𝗘 𝗖𝗶𝘁𝗶 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝘀 😍 🚀 100% Free – No hidden costs, no application fees 📜 Get a Verified Certificate – Add it to your LinkedIn & Resume 🎓 Learn from Citi Experts – Industry-backed training 📊 Real-World Projects – Gain hands-on experience ⏳ Self-Paced Learning 𝐋𝐢𝐧𝐤👇 :- https://pdlink.in/40SGpYf Enroll For FREE & Get Certified🎓

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Hey guys, Since many of you were asking me to send Free Sessions on Full Stack Development 📌So we have come with a FREE session for you!! 👨🏻‍💻 👩🏻‍💻 Registration link: https://link.guvi.in/SQLspecialist01462 This will help you to speed up your job hunting process 💪 ENJOY LEARNING 👍👍

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100 Page Python Intro.pdf7.77 KB

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Data Science & Big Data Analytics ( PDFDrive ).pdf50.31 MB

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𝐅𝐑𝐄𝐄 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐂𝐨𝐮𝐫𝐬𝐞𝐬 😍 1) Generative AI 2) Big data artificial intelligence 3 ) Microsoft Al for beginners 4) Prompt Engineering for Chat GPT 𝐋𝐢𝐧𝐤👇 :- https://pdlink.in/40Fbg9d Enroll For FREE & Get Certified🎓

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Hey guys, Since many of you were asking me to send Free Sessions on Full Stack Development 📌So we have come with a FREE session for you!! 👨🏻‍💻 👩🏻‍💻 Registration link: https://link.guvi.in/SQLspecialist01462 This will help you to speed up your job hunting process 💪 ENJOY LEARNING 👍👍

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Machine Learning Interview Questions

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Python Libraries For Data Science

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LLM Models-1.pdf5.19 MB

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Multimodal Deep Learning This book is the result of a seminar in which we reviewed multimodal approaches and attempted to create a solid overview of the field, starting with the current state-of-the-art approaches in the two subfields of Deep Learning individually.