Dear Creator.

I hope this message finds you well.

My name is Oussama Amdouni, Founder of INOPS Analytics, a data-focused initiative centered on structured analytical education and capability development.

I am currently developing a structured learning roadmap titled “The INOPS Data Analyst Foundation Program.” The purpose of this program is to guide aspiring data analysts through a clear, curated progression of high-quality resources to eliminate the confusion many beginners face online.

During my research and preparation, I found your content to be exceptionally clear, valuable, and aligned with the level of depth I aim to provide to students. Your work stands out as both educational and practical.

I would like to request your permission to include and reference specific videos from your channel as recommended learning resources within this structured program.

To clarify:

• I will re-upload, and redistribute your videos.

• I would direct students to your original YouTube content via official links.

• Full credit would be clearly provided.

• Links to your channel and related resources would be included to drive visibility and traffic back to your platform.

The goal is to build a structured pathway that guides students toward high-quality material including yours while adding additional assessment, projects, and portfolio-building layers around it.

Thank you for the educational value you contribute to the community. I appreciate your time and consideration, and I look forward to your response.