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Generative AI Architecture and Application Development
This course is part of Learn Generative AI with LLMs.
Course Cost
Free course
Beginner
Skill Level
10 Hours
Self-paced Video lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Learn Generative AI with LLMs Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
What you'll learn
Master LLM architecture and training methodologies
Develop applications using LangChain framework
Implement Retrieval-Augmented Generation (RAG)
Evaluate LLM performance using industry metrics
Apply data privacy principles in AI applications
Build and deploy production-ready LLM solutions
Skills you'll gain
This course includes:
6.5 Hours PreRecorded video
20 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
There are 7 modules in this course
This comprehensive course explores the architecture and application development of Generative AI, with a focus on Large Language Models (LLMs). Students learn about LLM pre-training, scaling, and fine-tuning techniques, followed by practical applications in search, prediction, and text generation. The curriculum covers LangChain framework implementation, Retrieval-Augmented Generation (RAG), and performance evaluation. Special attention is given to data privacy and protection considerations in AI applications. Through hands-on projects and assessments, participants develop skills in building and deploying LLM-powered applications while considering ethical implications.
Generative AI with LLMs
Module 1 · 1 Hours to complete
LLMs for Search, Prediction, and Generation
Module 2 · 2 Hours to complete
LangChain for LLM Application Development
Module 3 · 1 Hours to complete
Interacting with Data Using LangChain and RAG
Module 4 · 1 Hours to complete
Evaluating LLM Performance
Module 5 · 1 Hours to complete
Gen AI for Data Privacy and Protection
Module 6 · 2 Hours to complete
Course Wrap-up and Assessments
Module 7 · 33 Minutes to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Learn Generative AI with LLMs
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
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Frequently asked Questions
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