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Python Projects & Free Books

Python Projects & Free Books

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Python Interview Projects & Free Courses Admin: @Coderfun

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๐Ÿ“ˆ Analytical overview of Telegram channel Python Projects & Free Books

Channel Python Projects & Free Books (@pythonfreebootcamp) in the English language segment is an active participant. Currently, the community unites 40 915 subscribers, ranking 3 337 in the Technologies & Applications category and 10 047 in the India region.

๐Ÿ“Š Audience metrics and dynamics

Since its creation on ะฝะตะฒั–ะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 40 915 subscribers.

According to the latest data from 05 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 175 over the last 30 days and by 29 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 4.03%. Within the first 24 hours after publication, content typically collects 0.77% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 1 649 views. Within the first day, a publication typically gains 314 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 5.
  • Thematic interests: Content is focused on key topics such as learning, analyst, framework, link:-, structure.

๐Ÿ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
โ€œPython Interview Projects & Free Courses Admin: @Coderfunโ€

Thanks to the high frequency of updates (latest data received on 07 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.

40 915
Subscribers
+2924 hours
+517 days
+17530 days
Posts Archive
๐—–๐—ผ๐—บ๐—ฝ๐—น๐—ฒ๐˜๐—ฒ ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ๐˜๐—ผ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—ฆ๐—ค๐—Ÿ๐Ÿ˜ Whether youโ€™re a beginner or looking to level up your SQL expertise,
๐—–๐—ผ๐—บ๐—ฝ๐—น๐—ฒ๐˜๐—ฒ ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ๐˜๐—ผ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—ฆ๐—ค๐—Ÿ๐Ÿ˜ Whether youโ€™re a beginner or looking to level up your SQL expertise, this roadmap will guide you through mastering SQL step by stepโœจ๏ธ ๐‹๐ข๐ง๐ค๐Ÿ‘‡:- https://pdlink.in/3PTpsGY SQL is a must-have skill in data analytics and software developmentโ€”master it, and unlock endless career opportunities!โœ…๏ธ

Understanding Python's Slice Function ๐Ÿ‘‡
+5
Understanding Python's Slice Function ๐Ÿ‘‡

๐Ÿฑ ๐—™๐—ฅ๐—˜๐—˜ ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿ˜ Ready to dive into the world of Mach
๐Ÿฑ ๐—™๐—ฅ๐—˜๐—˜ ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿ˜ Ready to dive into the world of Machine Learning? Here are 5 powerful resources that will guide you every step of the wayโ€”from beginner concepts to advanced techniques. ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:-  https://pdlink.in/40wyXk8 Enroll For FREE & Get Certified๐ŸŽ“

๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€/๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฆ๐˜‚๐—บ๐—บ๐—ฒ๐—ฟ ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐—ป๐˜€๐—ต๐—ถ๐—ฝ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ๐Ÿ˜ Company Name:- Siemens Healthineers Position: Data Analytics/Data Science Intern Duration: 10-12 weeks Start Dates: June 2nd or June 16th, 2025 Work Type: Hybrid (in-office & remote) ๐—”๐—ฝ๐—ฝ๐—น๐˜† ๐—ก๐—ผ๐˜„๐Ÿ‘‡ :-  https://pdlink.in/42s5Dhh Apply before the link expires

Free Access to our premium Data Science Channel ๐Ÿ‘‡๐Ÿ‘‡ https://whatsapp.com/channel/0029Va4QUHa6rsQjhITHK82y Amazing premium resources only for my subscribers ๐ŸŽ Free Data Science Courses ๐ŸŽ Machine Learning Notes ๐ŸŽ Python Free Learning Resources ๐ŸŽ Learn AI with ChatGPT ๐ŸŽ Build Chatbots using LLM ๐ŸŽ Learn Generative AI ๐ŸŽ Free Coding Certified Courses Join fast โค๏ธ ENJOY LEARNING ๐Ÿ‘๐Ÿ‘

๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ Data analytics is a must-have skill in todayโ€™s digital era,
๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜  Data analytics is a must-have skill in todayโ€™s digital era, and Google offers exceptional free courses to help you excel - Google Analytics Certification - Google Analytics for Power Users - Advanced Google Analytics ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:-  https://pdlink.in/423LMom Enroll For FREE & Get Certified๐ŸŽ“

Websites and platforms where you can practice Python projects, do hands-on coding, and gain valuable experience 1. w3schools (https://www.w3schools.com/python): Offers interactive Python courses and coding exercises. Great for beginners. 2. Learn Python (https://learnpython.org/): Good resource for beginners 3. Freecodecamp (https://www.freecodecamp.org/learn/data-analysis-with-python/#data-analysis-with-python-course): Offers Python courses, including those from top universities. You can earn certificates upon completion. 4. Hackerrank (https://www.hackerrank.com/domains/tutorials/10-days-of-python): Offers Python tutorials and coding challenges to practice your skills. 5. Google (https://developers.google.com/edu/python): Free resource to learn python from Google. 6. Project Euler (https://projecteuler.net/): Provides mathematical and computational problems that can be solved with Python. Great for honing your programming skills. 7. Python.org (https://docs.python.org/3/tutorial/index.html): The official Python website has a tutorial section that includes exercises and examples to practice Python concepts. 8. GitHub (https://github.com/): Explore Python repositories, contribute to open-source projects, or start your own Python project to build a portfolio. 9. Kaggle (https://www.kaggle.com/): Offers Python datasets, competitions, and notebooks for data science and machine learning projects. 10. Udemy (https://bit.ly/45q7pxh): Amazing course to master Python in 100 days with coding challenges with certificate. Learn data science, automation, build websites, games and apps! 11. Real Python (https://realpython.com/): Offers tutorials and articles on various Python topics, including practical projects. Remember that practice is key to mastering Python. Choose projects and exercises that align with your interests and goals, and don't hesitate to explore multiple platforms to diversify your learning experience. ENJOY LEARNING ๐Ÿ‘๐Ÿ‘

๐—›๐—ฃ ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿ˜ - AI for Beginners - Data Science & Analytics - Cybersecurity - Pr
๐—›๐—ฃ ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿ˜ - AI for Beginners - Data Science & Analytics - Cybersecurity  - Project Management  - Resume Writing & Job Interview  ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:-  https://pdlink.in/3DrNsxI Enroll For FREE & Get Certified๐ŸŽ“

๐…๐‘๐„๐„ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐œ๐ฅ๐š๐ฌ๐ฌ ๐Ž๐ง ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐Ÿ˜ Know The Roadmap To a Successful Data Science Ca
๐…๐‘๐„๐„ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐œ๐ฅ๐š๐ฌ๐ฌ ๐Ž๐ง ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐Ÿ˜  Know The Roadmap To a Successful Data Science Career  Become A Data Scientist Without Any Experience In 3 Months Eligibility :- Students,Freshers & Woking Professionals  ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐…๐จ๐ซ ๐…๐‘๐„๐„ ๐Ÿ‘‡:-  https://bit.ly/42pFyzB (Limited Slots ..HurryUp๐Ÿƒโ€โ™‚๏ธ )  ๐ƒ๐š๐ญ๐ž & ๐“๐ข๐ฆ๐ž:-  January 25, 2025, at 7 PM

๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€! ๐Ÿš€๐Ÿ’ป Supercharge your career with 5 FREE Microsoft cer
๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€! ๐Ÿš€๐Ÿ’ป Supercharge your career with 5 FREE Microsoft certification courses to boost your data analytics skills! ๐—˜๐—ป๐—ฟ๐—ผ๐—น๐—น ๐—™๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜๐Ÿ‘‡ :- https://bit.ly/3Vlixcq Earn certifications to showcase your skills Donโ€™t waitโ€”start your journey to success today! โœจ

๐Ÿ”น Statistics in Python

This cheat sheet includes basic python required for data analysis excluding pandas, numpy & other libraries

๐—ง๐—–๐—ฆ ๐—ถ๐—ข๐—ก ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ Why spend money on certifications when TCS is offering the
๐—ง๐—–๐—ฆ ๐—ถ๐—ข๐—ก ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ Why spend money on certifications when TCS is offering them for free?  These free certifications can give your resume the boost it needs to stand out and help you crush any job interview. ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:-  https://pdlink.in/3PHzoD5 Enroll For FREE & Get Certified๐ŸŽ“

Python Projects
+8
Python Projects

๐…๐‘๐„๐„ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐œ๐ฅ๐š๐ฌ๐ฌ ๐Ž๐ง ๐€๐ˆ/๐Œ๐‹๐Ÿ˜ Kickstart a rewarding Artificial Intelligence & Machine Learning career Roadmap to Become a successful AI & ML engineer!   Eligibility :- Students ,Freshers & Working Professionals  ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐…๐จ๐ซ ๐…๐‘๐„๐„ ๐Ÿ‘‡:-  https://bit.ly/40hoyZy (Limited Slots ..HurryUp๐Ÿƒโ€โ™‚๏ธ )  ๐ƒ๐š๐ญ๐ž & ๐“๐ข๐ฆ๐ž:- January 24, 2025, at 7 PM

๐—ง๐—ผ๐—ฝ ๐Ÿญ๐Ÿฑ ๐—š๐—ฎ๐—บ๐—ฒ ๐——๐—ฒ๐˜ƒ ๐—Ÿ๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ๐˜€๐Ÿ‘พ๐ŸŽฎ 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

๐—œ๐—•๐—  ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿ˜ - AI Prompt Engineering - Python for Data Science - SQL Relation
๐—œ๐—•๐—  ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿ˜ - AI Prompt Engineering - Python for Data Science - SQL Relational Database - Data Science Fundamentals - Introduction to Cloud -  Machine Learning with Python   ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:-  https://pdlink.in/40fuHFq Enroll For FREE & Get Certified๐ŸŽ“

Here are 10 project ideas to work on for Data Analytics 1. Customer Churn Prediction: Predict customer churn for subscription-based services. Skills: EDA, classification models. Tools: Python, Scikit-Learn. 2. Retail Sales Forecasting: Forecast sales using historical data. Skills: Time series analysis. Tools: Python, Statsmodels. 3. Sentiment Analysis: Analyze sentiments in product reviews or tweets. Skills: Text processing, NLP. Tools: Python, NLTK. 4. Loan Approval Prediction: Predict loan approvals based on credit risk. Skills: Classification models. Tools: Python, Scikit-Learn. 5. COVID-19 Data Analysis: Explore and visualize COVID-19 trends. Skills: EDA, visualization. Tools: Python, Tableau. 6. Traffic Accident Analysis: Discover patterns in traffic accidents. Skills: Clustering, heatmaps. Tools: Python, Folium. 7. Movie Recommendation System: Build a recommendation system using user ratings. Skills: Collaborative filtering. Tools: Python, Scikit-Learn. 8. E-commerce Analysis: Analyze top-performing products in e-commerce. Skills: EDA, association rules. Tools: Python, Apriori. 9. Stock Market Analysis: Analyze stock trends using historical data. Skills: Moving averages, sentiment analysis. Tools: Python, Matplotlib. 10. Employee Attrition Analysis: Predict employee turnover. Skills: Classification models, HR analytics. Tools: Python, Scikit-Learn. And this is how you can work on Hereโ€™s a compact list of free resources for working on data analytics projects: 1. Datasets โ€ข Kaggle Datasets: Wide range of datasets and community discussions. โ€ข UCI Machine Learning Repository: Great for educational datasets. โ€ข Data.gov: U.S. government datasets (e.g., traffic, COVID-19). 2. Learning Platforms โ€ข YouTube: Channels like Data School and freeCodeCamp for tutorials. โ€ข 365DataScience: Data Science & AI Related Courses 3. Tools โ€ข Google Colab: Free Jupyter Notebooks for Python coding. โ€ข Tableau Public & Power BI Desktop: Free data visualization tools. 4. Project Resources โ€ข Kaggle Notebooks & GitHub: Code examples and project walk-throughs. โ€ข Data Analytics on Medium: Project guides and tutorials. ENJOY LEARNING โœ…๏ธโœ…๏ธ #datascienceprojects

๐—–๐—œ๐—ฆ๐—–๐—ข ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ - Data Analytics - Data Science - Python - Javascript - Cyber
๐—–๐—œ๐—ฆ๐—–๐—ข ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ - Data Analytics - Data Science  - Python - Javascript - Cybersecurity   ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:-  https://pdlink.in/4fYr1xO Enroll For FREE & Get Certified๐ŸŽ“