Traditional Machine Learning isn’t enough anymore

Traditional machine learning alone isn’t enough anymore. If you want to stay competitive in data science, AI, or engineering roles, you NEED to understand: • AI agents • Retrieval-Augmented Generation (RAG) • Production-level LLM systems Most content online is either too basic or just demos… but real jobs require you to actually build with these tools. That’s why I’m going through the IBM RAG & Agentic AI Professional Certificate on Coursera — an 8-course program focused on real-world implementation: • Connect LLMs to external data • Build agent-based systems • Apply AI in production enviro…