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Developing Generative AI Solutions
Coursera
Course
Unknown

Developing Generative AI Solutions

Amazon Web Services

Explore the generative AI application lifecycle including use case definition, foundation model selection, improvement, evaluation, and deployment, focusing on business impact.

Unknown1 weeksEnglish2,158 enrolled

About this Course

In this course, you will explore the generative artificial intelligence (generative AI) application lifecycle, which includes the following: - Defining a business use case - Selecting a foundation model (FM) - Improving the performance of an FM - Evaluating the performance of an FM - Deployment and its impact on business objectives This course is a primer to generative AI courses, which dive deeper into concepts related to customizing an FM using prompt engineering, Retrieval Augmented Generation (RAG), and fine-tuning

What You'll Learn

  • Define business use cases for generative AI
  • Select appropriate foundation models
  • Improve foundation model performance
  • Evaluate foundation model effectiveness
  • Deploy models and assess business impact

Prerequisites

  • Basic computer and internet skills
  • Ability to read course instructions in English and complete short practice activities

Instructors

A

AWS Instructor

Topics

Machine Learning
Data Science
Cloud Computing
Information Technology
Business Analysis
Business Solutions
Performance Improvement
Large Language Modeling
Generative Model Architectures
Hugging Face

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

التعلم الآلي
علم البيانات
الحوسبة السحابية
تكنولوجيا المعلومات
تحليل الأعمال
حلول الأعمال
تحسين الأداء
نمذجة اللغة الكبيرة
Generative Model Architectures
Hugging Face

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