AAI Quiz 2November 16, 2024 Question 1: A retail company wants to start testing Amazon Bedrock foundation models (FMs) for text generation and customer-facing natural…
AAI 2.8 Understanding Cost Tradeoffs for AWS Gen AI ServicesNovember 16, 2024 When using Large Language Models (LLMs), there are two main pricing models: AWS Global Infrastructure AWS offers a globally resilient…
AAI 2.7 AWS for Building Generative AI ApplicationsNovember 16, 2024 AWS offers several advantages for building generative AI applications, including: Transfer Learning for Faster Model Training AI model training can…
AAI 2.6 Choosing and Evaluating Generative AI ModelsNovember 15, 2024 When selecting a generative AI model, several factors need to be considered: Types of Generative AI Models Generative AI foundation…
AAI 2.5 Model Fine Tuning and PerformanceNovember 15, 2024 Fine-Tuning for Better Performance Fine-tuning helps improve LLM performance by making them understand human-like prompts and generate natural-sounding language. However,…
AAI 2.4 Generative AI Project LifecycleNovember 15, 2024 A generative AI project typically follows these stages: Stages of the AI Cycle: AI Model Development Process Identify Use Case:…
AAI 2.3 Generative AI ArchitecturesNovember 14, 2024 Generative AI models create new, synthetic data based on existing data. The three key architectures in Generative AI are: 1.…
AAI 2.2 GEN AI and Large Language ModelsNovember 14, 2024 Generative AI models perform better when they are larger, but training these large models is difficult and expensive. As models…
AAI 2.1 Basic Concepts of Generative AINovember 14, 2024 Generative AI is a subset of deep learning focused on generating new content such as text, images, audio, video, and…
AAI Quiz 1November 11, 2024 Purpose of Quiz Walkthroughs: Approach to Each Question: Question 1: Question: A company wants to analyze diverse data sources (audio,…