Complete roadmap to learn AI Skills in 2024. AI Engineer job is in very high demand and in this video, we will go over the skills required for AI or ML engineering along with free learning resources 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-2024
⭐️ Timestamps ⭐️
0:00 Introduction
3:09 Computer Science Fundamentals (Khan Academy course)
4:06 Beginners Python
5:44 Data structures and algorithms
6:63 Advanced Python
12:23 Version control system
14:09 Databases (SQL)
17:11 Pandas, Numpy, Visualization
17:36 Math & statistics
18:51 EDA
20:07 Machine Learning
21:40 MLOps
24:13 ML Projects
26:03 Deep Learning
27:14 NLP or Computer Vision
27:45 LLM & LangChain
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