Podcast: Podcast: Your Fast Track to Becoming a Generative AI Engineer_ Unpacking IBM’s Career-Transforming Certificate
The generative AI market is booming, with a projected growth of over 46% CAGR through 2030 (Statista). This explosive demand has created a huge need for tech professionals with generative AI engineering skills. The IBM Generative AI Engineering Professional Certificate is designed to equip aspiring gen AI engineers, AI developers, data scientists, machine learning engineers, and AI research engineers with the essential skills to stand out.
What You’ll Learn
This program provides a deep dive into the world of AI, covering:
- Generative AI and Prompt Engineering: Master the core concepts of creating new data—including text, images, audio, and video—using transformers and Large Language Models (LLMs).
- Foundational Skills: Build a strong base in data analysis, machine learning, and deep learning using Python, with key libraries like SciPy and scikit-learn.
- Practical Frameworks & Models: Develop apps using powerful frameworks and models like BERT, GPT, and LLaMA. You’ll also work with Hugging Face Transformers, PyTorch, Retrieval-Augmented Generation (RAG), and LangChain to build and deploy LLM NLP-based applications.
- Core Concepts: Explore essential techniques like tokenization, language models, and transformer architectures.
Hands-on, Project-Based Learning
Practical experience is crucial for landing a job. This certificate program is built around hands-on labs and projects that provide the experience employers are looking for. You will:
- Generate text, images, and code using generative AI.
- Apply prompt engineering techniques and best practices.
- Create and deploy multiple gen AI-powered Python applications using Flask.
- Develop an NLP data loader and train a simple language model.
- Build and evaluate a translation model using transformers.
- Fine-tune models to enhance performance.
- Use LangChain tools and components for various applications.
- Complete a capstone-level guided project where you will build a real-world AI agent and application with RAG and LangChain.
Transform your career in less than six months. Enroll today to gain the generative AI skills employers desperately need and become a key player in this rapidly growing field.