ai career preparation

https://myaicertificationsingaporelab.capitaljays.com/posts/how-an-ai-certification-singapore-can-shape-your-tech-career-in-2025

Getting ready for an AI career means more than just learning Python and algorithms; it's about understanding the ethical implications and knowing how to communicate complex results. I've found that building a portfolio with real-world projects, like a simple chatbot or a predictive model, matters more than chasing every new tool. It's also crucial to network with people already in the field and stay curious about the societal impact of the tech.