AI Engineer Roadmap 2025: Essential Skills & Learning Path for Success 🚀

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://codebasics.io/resources/ai-engineer-roadmap-2025

Codebasics AI bootcamp: https://codebasics.io/bootcamps/ai-data-science-bootcamp-with-virtual-internship

⭐️ 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.

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