This course is practical and well-structured, teaching how to use Generative AI in real-world enterprise settings. It explains concepts like RAG, prompt engineering, and data monitoring in simple terms. The examples, like the email helpdesk, are relatable and actionable.
It also addresses risks like bias and data privacy, making it highly relevant for businesses. A great course for anyone looking to apply GenAI effectively.
LLM Foundations: Building Effective Applications for Enterprises
With Kumaran Ponnambalam
Liked by 309 users
Duration: 1h 43m
Skill level: Advanced
Released: 6/21/2024
Course details
As generative AI models have become increasingly popular, enterprises have started to build end-to-end applications to integrate their existing workflows with generative AI. In this course, instructor Kumaran Ponnambalam shows you how to get up and running with integration, performance management, trust, and monitoring to deliver effective and trustworthy generative AI applications at scale.
Explore some of the unique characteristics and use cases for generative AI-powered applications in an enterprise setting, including available options, selection criteria, and key deployment considerations for generative AI models. Kumaran covers the basics of evaluating and fine-tuning models as well as patterns and best practices for core application design. By the end of this course, you’ll also be equipped with new skills to manage application performance, maintain safety and trust, and navigate some of the most important ethical and legal challenges of AI.
Skills you’ll gain
Earn a sharable certificate
Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.
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Showcase on your LinkedIn profile under “Licenses and Certificate” section
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Download or print out as PDF to share with others
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Share as image online to demonstrate your skill
Meet the instructor
Learner reviews
Contents
What’s included
- Test your knowledge 7 quizzes
- Learn on the go Access on tablet and phone
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