Gen AI Roadmap | Generative AI Roadmap 2025

Generative AI engineer career role is in much demand due to ongoing AI boom. In this video, we will discuss a practical roadmap to learn gen ai with week by week study plan using free learning resources. Roadmap PDF link: https://codebasics.io/resources/gen-ai-roadmap-for-beginners. ⭐️ Timestamps ⭐️ 0:00 Introduction 03:31 Beginner's Python 07:05 Data Structures & Algorithms in Python 09:10 Advanced Python 16:56 Databases: Relational DB and SQL 19:11 APIs and Backend Development 22:26 Version Control (Git, GitHub) 26:53 Databases: NoSQL DB 29:56 Numpy, Pandas, Data Visualization 32:42 Math for Gen AI 36:55 Statistical Machine Learning 42:55 Deep Learning 46:52 Natural Language Processing 49:21 Gen AI Basics 51:21 Gen AI Advanced 54:41 Gen AI Projects 58:04 Tips for Effective Learning Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses. Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. 🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg #️⃣ Social Media #️⃣ 🧑‍🤝‍🧑 Discord for Community Support: https://discord.gg/r42Kbuk 📸 Codebasics' Instagram: https://www.instagram.com/codebasicshub/ 📝 Codebasics' Linkedin : https://www.linkedin.com/company/codebasics/ ------ 📝 Dhaval's Linkedin : https://www.linkedin.com/in/dhavalsays/ 📝 Hem's Linkedin: https://www.linkedin.com/in/hemvad/ 📽️ Hem's Instagram for daily tips: https://www.instagram.com/hemvadivel/ 📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/ 🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true