Coursera

This 16-course professional certificate program from IBM develops job-ready generative AI engineering skills in about 6 months, with no prior experience required. Learners build and deploy generative AI applications, agents, and chatbots using Python, PyTorch, LangChain, and RAG, while exploring prompt engineering, fine-tuning, and transformer models like BERT and GPT. The program includes hands-on labs and a guided capstone project where participants create their own real-world generative AI application.