Hi, I know Python and Java till oop and have a basic idea pf GUI's in both languages and some basic SQL queries.

Question

So, Basically I want to go towards making full fleged native applications now and Learning Data Science and Agentic AI(I have started learning LangGraph just now), So, what should I learn next ? I have started with Statistics for Data science recently.

And yeah, Any suggestions for prerequisites of Agentic Ai ?(By prerequisites I mean total must knows without which I will prob fk something up during building Agentic Ai systems.)

I kinda have knowledge of System design but it idk why kinda seems more Theorotical than practical to me according to whatever I have read about system design till now.

Answer 1

To progress towards native apps, Data Science, and Agentic AI, focus on platform-specific development (Android/iOS) or cross-platform frameworks. For Agentic AI prerequisites, prioritize strong Python skills, foundational math (linear algebra, calculus, probability), machine learning basics, and understanding agent architectures. Your system design knowledge feels theoretical because Agentic AI is a novel field requiring adaptation of traditional principles to handle intelligence, autonomy, and AI/ML integration. Bridge this gap with practical projects and studying existing agent systems.