Full Data Science Roadmap 2025 | خطة تعلم علوم البيانات

Get the FREE Data Science Roadmap PDF link : https://docs.google.com/document/d/13XthaRPjLdniWJeOzpN0yoO0yQh82V7CL82ZEFASGNw/edit?usp=sharing
This step-by-step data science roadmap 2025 reveals exactly how to become a data scientist with no degree. Learn in-demand skills (Python, ML, AI), build projects, and land high-salary jobs fast.
Database Fundamentals : https://maharatech.gov.eg/course/view.php?id=740
Python for Data Analytics : https://www.kaggle.com/discussions/getting-started/375006

Machine Learning Specialization :
https://www.coursera.org/specializations/machine-learning-introduction

Statistics khan academy: https://www.khanacademy.org/math/statistics-probability

Linear algebra khan academy : https://www.khanacademy.org/math/linear-algebra

Machine Learning Kaggle : https://www.kaggle.com/code/ahmedabdulhamid/6-validation-methods-ml-course

DeepLearning.AI Data Engineering : https://www.coursera.org/professional-certificates/data-engineering?utm_campaign=dlai-lp&utm_medium=institutions&utm_source=deeplearning-ai
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