How I’d Learn Data Science in 2025 (If I Had to Start Over) | Built by a Data Expert

🎁 *Notion Data Scientist Roadmap* : https://www.notion.com/templates/data-scientist-roadmap-648 👉 *Support & Subscribe to Channel* : http://bit.ly/3GiCVUE 🎓 *Datacamp* ► Associate Data Scientist in Python https://datacamp.pxf.io/55Dzk2 ► The Data Scientist Certification https://datacamp.pxf.io/JKvZqq ☕ *Stay Connected* ► Subscribe: http://bit.ly/3GiCVUE ► LinkedIn: https://www.linkedin.com/in/baraa-khatib-salkini/ ► TikTok: https://www.tiktok.com/@datawithbaraa ► Website: https://www.datawithbaraa.com ► Newsletter: https://bit.ly/BaraaNewsletter ► PayPal: https://paypal.me/baraasalkini ► Join: https://www.youtube.com/channel/UC8_RSKwbU1OmZWNEoLV1tQg/join ► My favorite stuff: https://bit.ly/baraastuff 📚 *Free Courses* ✅ *Python* : https://www.youtube.com/playlist?list=PLNcg_FV9n7qZGfFl2ANI_zISzNp257Lwn ✅ *SQL* : https://youtu.be/SSKVgrwhzus ✅ *Tableau* : https://youtu.be/UcGF09Awm4Y ✅ *Tableau Project 1* : https://youtu.be/dahrmqT5GD4 ✅ *Tableau Project 2* : https://youtu.be/UcGF09Awm4Y ✅ *SQL Project1* : https://youtu.be/9GVqKuTVANE ✅ *SQL Project2* : https://youtu.be/2jGhQpbzHes ✅ *MySQL* :https://youtu.be/NTgejLheGeU 🎓 *If You Need Certifications* 🏅Udemy SQL: https://bit.ly/4hH947P 🏅 Udemy Tableau: https://bit.ly/3xFiDDk ⭐ My favorite books, gear, apps: https://bit.ly/baraastuff 📖 *Table of Content* 00:00 - Intro 00:53 - What is Data Science - part1 05:40 - DataCamp 07:05 - What is Data Science - part2 17:41 - Data Scientist Roadmap 32:14 - My Personal Recommendations 39:48 - Q & A This is exactly how I’d learn Data Science if I had to start all over again, based on 15+ years of real-world experience as a Lead Data Engineer at Mercedes-Benz. From Python to GenAI, I’ll walk you through the roadmap, tools, skills, and mindset needed to actually get hired not just learn theory. #datascience #learnpython #dataanalyst #pythonforbeginners #datawithbaraa #howtolearnpython #dataengineer #careerchange #ai #programming #genai #machinelearning #webdevelopmentagency *Please note I may earn a small commission for any purchase through these links, which means at no additional cost to you - Thanks for supporting the channel!* *All opinions or statements in this video are my own and do not reflect the opinion of the company I work for or have ever worked for*