{"repo":"Moataz-Elmesmary/Data-Science-Roadmap","free":true,"listed":false,"github":"https://github.com/Moataz-Elmesmary/Data-Science-Roadmap","clone":"git clone https://github.com/Moataz-Elmesmary/Data-Science-Roadmap.git","description":"Data Science Roadmap from A to Z","language":null,"stars":4343,"topics":["data-analysis","data-engineering","data-science","data-visualization","deep-learning","machine-learning","mathematics","probability","python","sql"],"license":"MIT","category":"machine-learning","readme_excerpt":"     DATA SCIENCE ROADMAP :pirate flag: 2026 Data Science Roadmap for anyone interested in how to break into the field! This repository is intended to provide a free Self-Learning Roadmap to learn the field of Data Science. I provide some of the best free resources.   Our Previous Roadmap ♥️    :warning: Before we start, :warning: If you Dont know What s Data Science or Projects Life Cycle (starting from Business Understanding to Deployment) or Which Programming Language you should go for or Job Descriptions or the required Soft & Hard Skills needed for this field or Data Science Applications or the Most Common Mistakes, then :pushpin: This Video is for you (Highly Recommended :heavy check mark:) Data Science vs Data Analytics vs Data Engineering - What's the Difference? These terms are wrongly used interchangeably among people. There are distinct differences: :small orange diamond: Data Science :small orange diamond: Data Analytics :small orange diamond: Data Engineering ------------- --------------------- -------------------- Is a multidisciplinary field that focuses on looking at raw and structured data sets and providing potential actionable insights. The field of Data Science looks at ensuring we are asking the right questions as opposed to finding exact answers. Data Scientist require skillsets that are centered on Computer Science, Mathematics, and Statistics. Data Scientist use several unique techniques to analyze data such as m","default_branch":null,"files":null,"tree":[],"storefront":"/r/Moataz-Elmesmary","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Moataz-Elmesmary/Data-Science-Roadmap/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}