Learn to create AI solutions: business use cases, model selection, performance improvement, evaluation, and deployment.
Learn to create AI solutions: business use cases, model selection, performance improvement, evaluation, and deployment.
Explore the generative AI application lifecycle in this course. You'll learn to define business use cases, select foundation models, improve and evaluate their performance, and understand deployment impact. This primer prepares you for deeper dives into customizing foundation models through prompt engineering, Retrieval Augmented Generation (RAG), and fine-tuning. Gain practical insights into developing effective generative AI solutions for real-world applications.
Instructors:
English
What you'll learn
Understand the generative AI application lifecycle
Learn to define business use cases for generative AI
Explore methods for selecting appropriate foundation models
Discover techniques for improving foundation model performance
Gain skills in evaluating generative AI model effectiveness
Understand the deployment process and its business impact
Skills you'll gain
This course includes:
PreRecorded video
1 assignment
Access on Mobile, Tablet, Desktop
FullTime access
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There is 1 module in this course
This course provides a comprehensive introduction to developing generative AI solutions. It covers the entire lifecycle of generative AI applications, from defining business use cases to deploying models and assessing their impact on business objectives. Students will learn about selecting appropriate foundation models, improving their performance, and evaluating their effectiveness. The course serves as a primer for more advanced topics in generative AI, preparing learners for deeper exploration of concepts like prompt engineering, Retrieval Augmented Generation (RAG), and fine-tuning. By the end of the course, participants will have a solid understanding of the key components and considerations involved in creating practical generative AI solutions.
Developing Generative AI Solutions
Module 1 · 1 Hours to complete
Fee Structure
Payment options
Financial Aid
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