Python Programming & AI Resources

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✅ Python Programming Books ✅ Coding Projects ✅ Important Pdfs ✅ Artificial Intelligence Courses ✅ Data Science Notes For promotions: @love_data Buy ads: https://telega.io/c/pythonproz

Network:Free Courses with Certificate - Python Programming, Data Science, Java Coding, SQL, Web Development, AI, ML, ChatGPT Expert India32 951 Technologies & Applications9 723...

📈 Analytical overview of Telegram channel Python Programming & AI Resources

Channel Python Programming & AI Resources (@pythonproz) in the English language segment is an active participant. Currently, the community unites 13 137 subscribers, ranking 9 723 in the Technologies & Applications category and 32 951 in the India region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 13 137 subscribers.

According to the latest data from 04 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 19 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 15.68%. 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 2 060 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 9.
Thematic interests: Content is focused on key topics such as tuple, comprehension, learning, programming, loop.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“✅ Python Programming Books ✅ Coding Projects ✅ Important Pdfs ✅ Artificial Intelligence Courses ✅ Data Science Notes For promotions: @love_data Buy ads: https://telega.io/c/pythonproz”

Thanks to the high frequency of updates (latest data received on 05 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.

13 137

Subscribers

+124 hours

-77 days

+1930 days

2 060

Post views

No data24 hours

No data48 hours

15.68%

Engagement rate

No data

Posts per day

Ads index

beta

Posts Archive

13 137

python interview questions and answers.pdf2.70 KB

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🔰 The Best Python Cheat Sheet 🔰 Unlock Python mastery with The Best Python Cheat Sheet Perfect for coders and data scientists, this comprehensive guide covers Python 3.8+ syntax, built-in functions, flow control, lists, dictionaries, generators, decorators, regex, OOP, error handling, and more. Includes ready-to-use code snippets, operator precedence rules, context managers, match-case patterns, and advanced topics like scope management and execution environments. Ideal for quick reference, interviews, or daily coding tasks. React ❤️ for more

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FREE Python Q&A📝👨🏻‍💻 React ❤️ for more like this #resources

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Expert Python Programming (2021) 100 likes = new books

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75 Most Asked DSA interview questions 👨‍💻 React ❤️ for more 😊

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Like for more ✅

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🔗 The most popular field in the world is finally here 😍 1st Channel Posting Deep learning (advanced AI + Machine Learning) 🤖 Don't forget to like posts above ❤️

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Python Cheatsheet-1.pdf2.61 KB

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🔰 The Ultimate Python Handwritten Notes 📝 React ❤️ for more 🔗

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Python Cheatsheet

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Python Interview Questions 📕.pdf4.01 MB

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👉🏻 DO LIKE IF YOU WANT MORE CONTENT LIKE THIS FOR FREE 🆓

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Python course by Google https://developers.google.com/edu/python No registration or download needed.

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Repost from Data Analytics

🔰 Python Roadmap for Beginners ├── 🐍 Introduction to Python ├── 🧾 Installing Python & Setting Up VS Code / Jupyter ├── ✍️ Python Syntax & Indentation Basics ├── 🔤 Variables, Data Types (int, float, str, bool) ├── ➗ Operators (Arithmetic, Comparison, Logical) ├── 🔁 Conditional Statements (if, elif, else) ├── 🔄 Loops (for, while, break, continue) ├── 🧰 Functions (def, return, args, kwargs) ├── 📦 Built-in Data Structures (List, Tuple, Set, Dictionary) ├── 🧠 List Comprehension & Dictionary Comprehension ├── 📂 File Handling (read, write, with open) ├── 🐞 Error Handling (try, except, finally) ├── 🧱 Modules & Packages (import, pip install) ├── 📊 Working with Libraries (NumPy, Pandas, Matplotlib) ├── 🧹 Data Cleaning with Pandas ├── 🧪 Exploratory Data Analysis (EDA) ├── 🤖 Intro to OOP in Python (Class, Objects, Inheritance) ├── 🧠 Real-World Python Projects & Challenges SQL Roadmap: https://t.me/sqlspecialist/1340 Power BI Roadmap: https://t.me/sqlspecialist/1397 Python Resources: https://t.me/pythonproz Hope it helps :)

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Coding Interview Preparation.pdf9.04 KB

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Python Notes

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21 Python Patterns Problems 🔰 React 🥰 for more Python resources

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Many people pay too much to learn Python, but my mission is to break down barriers. I have shared complete learning series to learn Python from scratch. Here are the links to the Python series Python Cheatsheet: https://t.me/sqlspecialist/1330 Part-1: https://t.me/sqlspecialist/562 Part-2: https://t.me/sqlspecialist/564 Part-3: https://t.me/sqlspecialist/565 Part-4: https://t.me/sqlspecialist/566 Part-5: https://t.me/sqlspecialist/568 Part-6: https://t.me/sqlspecialist/570 Part-7: https://t.me/sqlspecialist/571 Part-8: https://t.me/sqlspecialist/572 Part-9: https://t.me/sqlspecialist/578 Part-10: https://t.me/sqlspecialist/577 Part-11: https://t.me/sqlspecialist/578 Part-12: https://t.me/sqlspecialist/581 Part-13: https://t.me/sqlspecialist/583 Part-14: https://t.me/sqlspecialist/584 Part-15: https://t.me/sqlspecialist/585 I saw a lot of big influencers copy pasting my content after removing the credits. It's absolutely fine for me as more people are getting free education because of my content. But I will really appreciate if you share credits for the time and efforts I put in to create such valuable content. I hope you can understand. I'll continue with posting more free resources. Thanks to all who support our channel and share the content with proper credits. You guys are really amazing. Hope it helps :)

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FREE HANDWRITTEN Python Basics to Advanced Notes📚👨🏻‍💻 React ❤️ for more like this #resources