Disclaimer

The content published on Data4Fashion is intended solely for educational and informational purposes. While every effort is made to ensure the accuracy of tutorials, datasets, and examples, Data4Fashion and its author (Masud Rana) make no representations or warranties of any kind, express or implied, about the completeness, accuracy, reliability, or suitability of the information provided.

The tutorials, analyses, and code samples shared on this website are meant to support learning in data science, machine learning, and fashion retail analytics, not to replace professional or academic consultation. Users are encouraged to verify and adapt methods as per their own projects or organizational standards.

Data4Fashion shall not be held liable for any loss or damage — including indirect or consequential loss — arising from the use of the information, datasets, or code featured on this site.

By using this website, you acknowledge that all learning materials and projects are provided “as is”, and that you are solely responsible for how you apply the knowledge gained from this site.

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Masud Rana — Retail Data Scientist & Founder of Data4Fashion. Exploring how data transforms fashion retail through analytics, AI, and innovation.

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