bnutfilloyev/Data-Science
🧩 | Data Science Roadmap (Python) Python → Data Science → Machine Learning → Deep Learning → NLP → Computer Vision → Quantum
This project provides a comprehensive, step-by-step learning path for individuals aiming to become proficient in data science. It guides you through essential mathematical foundations, Python programming basics, data manipulation with libraries like NumPy and Pandas, and core algorithms. The ideal user is someone new to data science or looking to structure their self-study journey in this field.
No commits in the last 6 months.
Use this if you are a beginner looking for a structured curriculum to learn data science from scratch, covering everything from math to machine learning.
Not ideal if you are an experienced data scientist looking for advanced topics or a project-specific solution.
Stars
10
Forks
2
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Sep 21, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/bnutfilloyev/Data-Science"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
loganthorneloe/ml-roadmap
The simplest, most straightforward way to learn ML for free.
shanmukh05/Machine-Learning-Roadmap
A roadmap for getting started with Machine Learning
kimtth/software-architect-mindmap
🧠Mindmap of 🗺️Software Architecture, Software engineering: An Overview of Software Terminologies...
Bhavik-Jikadara/ai-ml-roadmap
Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine...
mohitmishra786/amILearningEnough
Low-Level Programming Roadmap and Resources