
Specialization Details
IBM Generative AI Engineering
In this Professional Certificate, learners developed essential knowledge
and skills to perform tasks in an AI, gen AI, or NLP engineer role. The
certificate holder has demonstrated a firm grasp, and has practical
experience, of the various generative AI architectures and LLMs for
developing NLP-based systems. They have demonstrated knowledge
of tokenization, data loaders, transformers, attention mechanisms,
and prompt engineering. They have gained experience in frameworks
and LLMs, such as GPT and BERT. The certificate holder can use
PyTorch and the Hugging Face Transformers library to develop RAG
applications such as a question-and-answering system. They can also
use document loaders in LangChain to bring in information from
various sources and prepare it for processing.
Date successfully completed this Specialization: April 2, 2026
Rating: 4.9