Building LLM Apps with AWS Bedrock
Learn how to build and deploy powerful LLM (Large Language Model) applications using AWS. Bedrock’s fully managed GenAI services. Master the end-to-end workflow of GenAI app development, from prototype to production, on AWS. Get hands-on with selecting foundation models, crafting prompts, and integrating LLMs into real-world applications.
- Master the end-to-end workflow of GenAI app development, from prototype to production, on AWS.
- Get hands-on with selecting foundation models, crafting prompts, and integrating LLMs into real-world applications.
Prabhakaran SPrincipal Data Scientist
Included in All-Access, one membership for every course.
- Lessons
- 10, in 3 chapters
- Video
- 54 min
- Certificate
- On completion
What you'll be able to do
- Introduction to AWS Bedrock and GenAI Concepts
- Choosing the Right Foundation Models
- Prompt Engineering with Bedrock
- Building and Deploying LLM Applications
- Enhancing LLMs with Memory and Retrieval
- Scaling and Securing GenAI Apps on AWS
Course content
3 chapters · 10 lessons · 54 min
01Introduction to Bedrock4 lessons · 11 min
- Need for AWS Bedrock3:31
- Download Resources1:00
- Setting up Bedrock2:28
- Models and Playground3:44
02Getting Hands On and Setup boto3 - Dont Skip1 lesson · 17 min
- Getting Hands On and setup boto316:42
03Mini Project - RAG App on HR Knowledge Base5 lessons · 27 min
- RAG App workflow in AWS4:43
- Sample Invocation4:15
- Setting up the knowledge Base - Vector DB11:16
- Python function to query the knowledge base5:26
- Deleting AWS OpenSearch - Dont Skip (important)1:48
What you need
- Basics of Python
- Foundational knowledge of Data Science
- High school maths
Who this course is for
- Data Science Aspirants
- Data Science Professionals
- Software/Data engineers interested in quantitative analysis
- Professionals working with large datasets
- Data analysts, economists, researchers
Your instructor
Prabhakaran S
Principal Data Scientist
My name is Selva, and I am super excited to mentor you on this course!
I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I've deployed 20+ global products. I'm also the Founder and Chief Author of Machine Learning Plus, which has over 4M annual readers.
I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I've put up the series of courses and projects with detailed explanations, just like on-the-job experience. Hope you love it!
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- 4.92
- learners
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- courses
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Questions
How do I get this course?
It is part of All-Access: one membership that opens all 85 courses. The plans and prices are on our course site. You can watch the free preview lessons before you join.
Can I get a refund?
Yes. If the membership is not right for you, ask for a refund within 30 days of your first payment.
Can I learn on my phone?
Yes. Lessons play in the browser on any phone, tablet or computer, and your place is saved for the next device.
I am already a member. Where are my courses?
On our course site, edu.machinelearningplus.com. Sign in there with the email you joined with. The courses move to this site later, with your access, and you will not pay again.
