Application Development with LLMs on Google Cloud Training

Live Online & Classroom Enterprise Certification Training

The Application Development with LLMs on Google Cloud course focuses on building and deploying applications powered by large language models (LLMs) using Google Cloud tools like Vertex AI, emphasizing prompt design, model integration, and responsible AI practices.

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What is Application Development with LLMs on Google Cloud Certification Training about?

In this course, you explore tools and APIs available on Google Cloud for integrating large language models (LLMs) into your application. After exploring generative AI options on Google Cloud, you explore LLMs and prompt design in Vertex AI Studio. Then you learn about LangChain, an open-source framework for developing applications powered by language models. After a discussion around more advanced prompt engineering techniques, you put it all together to build a multi-turn chat application by using LangChain and the Vertex AI Gemini API.

What are the objectives of Application Development with LLMs on Google Cloud Certification Training ?

Explore the different options available for using generative AI on Google Cloud.
Use Vertex AI Studio to test prompts for large language models.
Develop LLM-powered applications using LangChain and LLM models on Vertex AI.
Apply prompt engineering techniques to improve the output from LLMs.
Build a multi-turn chat application using the Gemini API and LangChain.

What are the prerequisites for Application Development with LLMs on Google Cloud Certification Training?

Completion of "Introduction to Developer Efficiency on Google Cloud" or equivalent knowledge.

Available Training Modes

Live Online Training

1 Days

Course Outline Expand All

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Module 1: Introduction to Generative AI on Google Cloud

Vertex AI on Google Cloud

Generative AI options on Google Cloud

Introduction to course use case

Module 2: Vertex AI Studio

Introduction to Vertex AI Studio

Available models and use cases

Designing and testing prompts in the Google Cloud console

Data governance in Vertex AI Studio

Module 3: LangChain Fundamentals

Introduction to LangChain

LangChain concepts and components

Integrating the Vertex AI Gemini APIs

Question/answering chain using Gemini API

Module 4: Prompt Engineering

Review of few-shot prompting

Chain-of-thought prompting

Retrieval augmented generation (RAG)

ReAct

Module 5: Creating Custom Chat Applications with Vertex AI Gemini API

LangChain for chatbots

Memory for multi-turn chat

Chat retrieva

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Who is the instructor for this training?

The trainer for this Application Development with LLMs on Google Cloud Training has extensive experience in this domain, including years of experience training & mentoring professionals.

Application Development with LLMs on Google Cloud Certification Training - Certification & Exam

SpringPeople is the Authorized Training Partner of Google Cloud Platform.
The training fees is exclusive of exam cost.
For any queries; feel free to reach us at GCP@springpeople.com

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