A udacity course.
Convolutional neural networks • Amazon sagemaker • Generative AI Fluency • Prompt Engineering • supervised machine learning
Artificial Intelligence in Context
Explored AI's evolution and everyday impact, covering its history, societal prevalence, and industry applications.
Fundamentals of AI and ML
Introduction to AI and ML basics, covering their relationship, machine learning models, types, and approaches, plus generative AI.
Using Large Language Models (LLMs)
This lesson covers LLMs, focusing on their evolution, transformer architectures, training methods, prompt engineering, and fine-tuning.
Real-world Applications of Generative AI
Examined generative AI's societal impact, focusing on creative applications, ethical use, diversity in AI, and policy implications.
Project: Building a Domain Expert Model
In this project, fine-tune a text generation large language foundation model for domain adaptation to be a domain expert using AWS Sagemaker