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... 🎓 Datacamp ► Associate Data Scientist in Python https://datacamp.pxf.io/55Dzk2 ► The Data Scientist Certification https://datacamp.pxf.io/JKvZqq ━━━━━━━━━━━━━━━━━━━━ 🏆 My Academy (recommended) SQL https://www.datawithbaraa.com/course/... SQL Handbook https://academy.datawithbaraa.com/l/d... Python https://www.datawithbaraa.com/course/... Python Handbook https://academy.datawithbaraa.com/l/d... Tableau https://www.datawithbaraa.com/course/... 🎓 Udemy SQL https://www.udemy.com/course/the-comp... Python https://www.udemy.com/course/the-comp... Tableau https://www.udemy.com/course/the-tabl... 💼 LinkedIn Learning Databricks for Data Analysts   / databricks-for-data-analysts   Claude Code for Data Analysis   / claude-code-for-data-analysis-build-repeat...   📬 Newsletter for data friends https://www.blog.datawithbaraa.com Get 25% OFF DataCamp's Here https://datacamp.pxf.io/bOEe66 ━━━━━━━━━━━━━━━━━━━━ This is exactly how I’d learn Data Science if I had to start all over again, based on my years of real-world experience as a Lead Data Engineer at Mercedes-Benz. 📖 Table of Content 0:00 Intro 0:53 What is Data Science - part1 5:40 DataCamp 7:05 What is Data Science - part2 12:29 Pre-Trained Models and AI Agents 17:41 Data Scientist Roadmap 20:28 Programming Languages 22:06 Data Processing and Visualization 25:22 Machine Learning and Deep Learning 29:58 LLMs, Gen AI and Platforms 32:14 My Personal Recommendations 35:23 How I Would Learn It 37:52 The Three Data Roles 39:48 Q & A ━━━━━━━━━━━━━━━━━━━━ CONNECT WITH ME 💬 Discord   / discord   👨‍💻 LinkedIn   / baraa-khatib-salkini   📸 Instagram   / datawithbaraa   🎥 TikTok   / datawithbaraa   🧭 Notion Roadmaps https://www.notion.com/@datawithbaraa Note: some links above are affiliates. I may earn a small commission if you enroll. Thank you for supporting the channel. #datascience #learnpython #dataanalyst #pythonforbeginners #datawithbaraa #howtolearnpython #dataengineer #careerchange #ai #programming #genai #machinelearning #webdevelopmentagency