AI Engineer Roadmap | How I'd Learn AI in 2025
With the ongoing AI boom, one career role that has gained a lot of demand is AI engineer or ML engineer. In this video, we will look at the complete roadmap to learn skills required for the AI engineer role in 2025 using free learning resources, week-by-week studyplan and checklists. This video also shows how I'd learn AI if I had to start over. Roadmap PDF: https://resources.codebasics.io/l1TxXM Codebasics AI bootcamp: https://resources.codebasics.io/WSr9fq ⭐️ Timestamps ⭐️ 0:00 Introduction 3:47 Computer Science Fundamentals (Khan Academy course) 6:23 Beginners Python 10:39 Data structures and algorithms 13:26 Advanced Python 20:08 Version control system 22:40 Databases: Relational DB and SQL 25:34 Databases: NoSQL DB 27:37 Pandas, Numpy, Visualization 28:20 Math & statistics for AI 30:00 EDA 30:58 Machine Learning 33:26 MLOps 33:59 ML Projects 40:58 Deep Learning 45:19 NLP or Computer Vision 46:00 Gen AI & Projects 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
