<ul><li>To become a Generative AI Engineer in 2025, start by building a strong foundation in Python and mathematics, including linear algebra, calculus, and probability & statistics.</li><li>Next, learn about machine learning and deep learning, covering topics such as supervised vs. unsupervised learning, neural networks, and using tools like PyTorch.</li><li>Dive into Generative AI by understanding models like Transformers, GANs, and VAEs, and explore tools like Hugging Face Transformers and Papers with Code.</li><li>Master LLMs and Prompt Engineering, then move on to learning Agentic AI and tool use with frameworks like LangChain and OpenAgents to build AI agents that can perform tasks.</li></ul>

Roadmap to Becoming a Generative AI Engineer in 2025

Discover more