AlicanKaya192/Data-Science-RoadMap
İstatistikten Makine Öğrenmesine kadar uzanan süreçte Veri Bilimi temellerini, Python uygulamalarını ve sektörel çalışma notlarını içeren kapsamlı bir yol haritası.
This roadmap is a comprehensive guide for anyone looking to build skills in data science and machine learning. It takes you from foundational Python programming through advanced data analysis, feature engineering, and machine learning models, all the way to Generative AI. You'll gain practical experience with real datasets and over 50 applications, receiving theoretical explanations and reference materials in PDF documents. This resource is for aspiring data scientists, machine learning engineers, and data analysts.
Use this if you want a structured, end-to-end learning path to become proficient in data science and machine learning, with practical exercises and theoretical backing.
Not ideal if you are an experienced data scientist looking for highly specialized, advanced research topics or a quick reference for a single tool.
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Python
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Last pushed
Mar 08, 2026
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