Generative AI, focusing on its fundamentals, historical context, and real-world applications. It covers AI and ML foundations, Large Language Models (LLMs) with transformer-based architectures, and the societal impacts of generative AI
- Explore AI's evolution and everyday impact, covering its history, societal prevalence, and industry applications.
- Introduction to AI and ML basics, covering their relationship, machine learning models, types, and approaches, plus generative AI.
- This lesson covers LLMs, focusing on their evolution, transformer architectures, training methods, prompt engineering, and fine-tuning.
- Examine generative AI's societal impact, focusing on creative applications, ethical use, diversity in AI, and policy implications.
- Fine-tune a text generation large language foundation model for domain adaptation to be a domain expert using AWS Sagemaker.
Udacity and AWS program
Link to the program can be found here: https://www.udacity.com/enrollment/cd13232/1.0.3