Python Roadmap 👆

Star Patterns in Python 👆

Top WhatsApp channels for Free Learning 👇👇

Free Courses with Certificate: https://whatsapp.com/channel/0029Vamhzk5JENy1Zg9KmO2g

Data Analysts: https://whatsapp.com/channel/0029VaGgzAk72WTmQFERKh02

MS Excel: https://whatsapp.com/channel/0029VaifY548qIzv0u1AHz3i

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 Resources: https://whatsapp.com/channel/0029VamdH5mHAdNMHMSBwg1s

Coding Interviews: https://whatsapp.com/channel/0029VammZijATRSlLxywEC3X

SQL: https://whatsapp.com/channel/0029VanC5rODzgT6TiTGoa1v

Power BI: 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

Improve your communication skills: https://whatsapp.com/channel/0029VaiaucV4NVik7Fx6HN2n

Learn Ethical Hacking and Cybersecurity: https://whatsapp.com/channel/0029VancSnGG8l5KQYOOyL1T

Don’t worry Guys your contact number will stay hidden!

ENJOY LEARNING 👍👍

7 High-Impact Portfolio Project Ideas for Aspiring Data Analysts

✅ Sales Dashboard – Use Power BI or Tableau to visualize KPIs like revenue, profit, and region-wise performance
✅ Customer Churn Analysis – Predict which customers are likely to leave using Python (Logistic Regression, EDA)
✅ Netflix Dataset Exploration – Analyze trends in content types, genres, and release years with Pandas & Matplotlib
✅ HR Analytics Dashboard – Visualize attrition, department strength, and performance reviews
✅ Survey Data Analysis – Clean, visualize, and derive insights from user feedback or product surveys
✅ E-commerce Product Analysis – Analyze top-selling products, revenue by category, and return rates
✅ Airbnb Price Predictor – Use machine learning to predict listing prices based on location, amenities, and ratings

These projects showcase real-world skills and storytelling with data.

Share with credits: https://news.1rj.ru/str/sqlspecialist

Hope it helps :)