Скачать или смотреть Full Stack to Gen AI Engineer in 2025 🚀 | Complete Roadmap (Step-by-Step Practical Guide)

Want to move from Full Stack Developer → Gen AI Engineer in 2025?
Here’s your complete, actionable roadmap 👇

🔥 Step-by-step plan covered in this video:
1️⃣ Learn Python properly — focus on logic & clean code.
2️⃣ Master Pandas & NumPy for data handling.
3️⃣ Go to Kaggle.com → explore EDA, Feature Engineering & real projects.
4️⃣ Understand ML basics using scikit-learn — regression, classification, clustering.
5️⃣ Jump into LLMs & Gen AI — Hugging Face, LangChain, OpenAI APIs.
6️⃣ Use your full stack power to build AI-powered apps (chatbots, summarizers, search tools).

💡 Goal: Learn → Build → Ship → Repeat.
Because the next billion-dollar products will be built by AI engineers who can code AND create.

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