Start by gaining a solid understanding of programming languages like Python and essential AI concepts such as machine learning and natural language processing (NLP). Familiarize yourself with AI frameworks like TensorFlow, PyTorch, and scikit-learn. Next, explore AI libraries like Hugging Face for NLP and OpenAI APIs. Hands-on practice is crucial—try building simple AI models and gradually move toward more complex agent projects. Resources such as Coursera, Udemy, and YouTube tutorials are helpful for beginners. Consider joining AI communities on GitHub, Reddit, and LinkedIn for learning and collaboration opportunities.