Skill roadmap

Business & Data Analytics - 7 Step plan to master [with resources]

It’s designed for beginners or career switchers aiming for analyst or business-focused data roles.

Nov 5, 2025 • Aryan Singh

12-week day-by-day job hunting + interview prep calendar for a Data/Business Analyst

It’s concise, realistic, and designed to make sure you’re interview-ready and hired within 3 months.

Oct 29, 2025 • Aryan Singh

🧠 AI Engineering Mastery Plan [with all the resources]

This roadmap is designed to help you transition into AI roles like Machine Learning Engineer, LLM Engineer, or Applied AI Developer.

Oct 25, 2025 • Aryan Singh

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Skill roadmap