Offered By: IBMSkillsNetwork
Foundation Models and Generative AI Platforms
Understanding the core concepts and foundational models of generative AI gives you the footing that you need in the rapidly developing field of generative AI, which is transforming our world. Along with deep learning and LLMs, you'll explore GANs, VAEs, transformers, and diffusion models, which are the building blocks of generative AI. This course is for all enthusiasts and practitioners with an interest in learning what generative AI is and how it works.
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Artificial Intelligence
At a Glance
Understanding the core concepts and foundational models of generative AI gives you the footing that you need in the rapidly developing field of generative AI, which is transforming our world. Along with deep learning and LLMs, you'll explore GANs, VAEs, transformers, and diffusion models, which are the building blocks of generative AI. This course is for all enthusiasts and practitioners with an interest in learning what generative AI is and how it works.
In the course, you'll become familiar with the concept of foundation models, learn about the capabilities of pretrained models and platforms for AI application development, and explore how foundation models use them to generate text, images, and code. You will also explore different generative AI platforms like IBM watsonx and Hugging Face. The included hands-on labs provide an opportunity to explore the use cases of generative AI. In this course, you will explore different models, such as IBM Granite, OpenAI GPT, Google flan, and Meta Llama , and hear from expert practitioners about the capabilities, applications, and tools of generative AI.
This course is designed for everyone an interest in the rapidly developing field of generative AI, which is transforming our world.
Course Syllabus
- Course Introduction
- Deep Learning and Large Language Models
- Generative AI Models
- Foundation Models
- Pre-trained Models: Text-to-Text Generation
- Pretrained Models: Text-to-Image Generation
- Pretrained Models: Text-to-Code Generation
- IBM watsonx.ai: generative AI for Business
- Hugging Face: Open Source Generative AI
Recommended Skills Prior to Taking this Course
Estimated Effort
6 Hours
Level
Beginner
Industries
Information Technology
Skills You Will Learn
Artificial Intelligence, Foundation Models, Generative AI, LLM, NLP
Language
English
Course Code
AI0141EN