Data Science ML Generative AI Roadmap, Resources 2024🚀

The Data Science roadmap contains 15 modules 👇

1 — Python
2 — Data Structures
3 — Git and GitHub
4 — Data Science X NumPy, Pandas, Matplotlib, Seaborn
5 — Mathematics of Machine Learning
6 — Machine Learning Algorithms X Data Processing
7 — Natural Language Processing X Deep Learning
8 — Computer Vision X Deep Learning
9 — Generative AI — GANs, VAEs, LLMs
10 — ML Operations (AWS, GCP, Azure)
11 — ML System Design
12 — Structured Query Language (SQL)
13 — Major Capstone Projects
14 — Data Science, ML Interview
15 — Personal Branding and Portfolio

Data Science ML Generative AI Roadmap, Resources 2024🚀