Application Development with LLMs on Google Cloud Training Logo

Application Development with LLMs on Google Cloud Training

Live Online & Classroom Enterprise Certification Training

Powered By

Google Cloud Platform Logo

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.

ATP_Authorized Logo

Powered By

Google Cloud Platform Logo
COURSE BROCHURE DOWNLOAD PDF

Looking for a private batch ?

REQUEST A CALLBACK

Need help finding the right training?

Your Message

  • Certified Trainer

  • Authorized Courseware

  • Completion Certificate from ATP

  • Enterprise Reporting

  • Lifetime Access

  • CloudLabs

  • 24x7 Support

  • Real-time code analysis and feedback

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

Expand All

  • Vertex AI on Google Cloud
  • Generative AI options on Google Cloud
  • Introduction to course use case
  • 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
  • Introduction to LangChain
  • LangChain concepts and components
  • Integrating the Vertex AI Gemini APIs
  • Question/answering chain using Gemini API
  • Review of few-shot prompting
  • Chain-of-thought prompting
  • Retrieval augmented generation (RAG)
  • ReAct
  • LangChain for chatbots
  • Memory for multi-turn chat
  • Chat retrieva

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.

Course Logo

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

Reviews