> Formations > Application Development with LLMs on Google Cloud
Course : Application Development with LLMs on Google CloudOfficial Course: Preparation for Google Cloud Certifications
Practical course - 1d
- 7h00 - Ref. GCM
|
Download in PDF format
Share this course by email
 | Explore the various options for using generative AI on Google Cloud. |
| Use Vertex AI Studio to test prompts with large language models (LLMs). |
| Develop applications using LangChain and Vertex AI models. |
| Apply prompt engineering techniques to improve results. |
| Create a multi-round chat app using the Gemini API and LangChain. |
Intended audience
Developers and technical professionals who want to build applications using LLMs on Google Cloud.
Prerequisites
Have completed the "Introduction to Developer Efficiency on Google Cloud" course or have equivalent knowledge.
Practical details
Teaching methods
The training session will be conducted in French. Official course materials are available in English and in digital format.
Course schedule
1 Introduction to Generative AI on Google Cloud
- Introduction to Vertex AI
- Generative AI options on Google Cloud.
- Introduction to the course's use case.
2 Vertex AI Studio and prompt engineering
- Getting Started with Vertex AI Studio.
- Available models and use cases.
- Design and testing of prompts.
- Data Governance and Security.
- Prompt engineering techniques (few-shot, chain-of-thought, RAG, ReAct).
3 Development with LangChain and LLMs
- Introduction to LangChain.
- Concepts and Components
- Integration with the Gemini API (Vertex AI).
- Question-and-answer threads.
- Application Development with LLM.
4 Advanced Conversational Applications
- Creating chatbots with LangChain.
- Memory Management (multi-pass).
- Integration of retrieval (RAG).
- Development of a full-featured chat application.
PARTICIPANTS
Developers and technical professionals who want to build applications using LLMs on Google Cloud.
PREREQUISITES
Have completed the "Introduction to Developer Efficiency on Google Cloud" course or have equivalent knowledge.
TRAINER QUALIFICATIONS
The experts who lead the training courses are specialists in the subjects covered. They are approved by the publisher and certified for the course. They have also been validated by our teaching teams in terms of both professional knowledge and teaching skills for each course they teach. They have at least three to ten years of experience in their field and hold or have held positions of responsibility in companies.
TERMS AND DEADLINES
Registration must be completed 24 hours before the start of the training course.
ACCESSIBILITY FOR PEOPLE WITH DISABILITIES
Do you have specific accessibility requirements? Contact Ms FOSSE, disability advisor, at the following address: psh-accueil@orsys.fr so that we can assess your request and its feasibility.
Developers and technical professionals who want to build applications using LLMs on Google Cloud.
PREREQUISITES
Have completed the "Introduction to Developer Efficiency on Google Cloud" course or have equivalent knowledge.
TRAINER QUALIFICATIONS
The experts who lead the training courses are specialists in the subjects covered. They are approved by the publisher and certified for the course. They have also been validated by our teaching teams in terms of both professional knowledge and teaching skills for each course they teach. They have at least three to ten years of experience in their field and hold or have held positions of responsibility in companies.
ASSESSMENT TERMS
Assessment of targeted skills prior to training.
Assessment by the participant, at the end of the training course, of the skills acquired during the training course.
Validation by the trainer of the participant's learning outcomes, specifying the tools used: multiple-choice questions, role-playing exercises, etc.
At the end of each training course, ITTCERT provides participants with a course evaluation questionnaire, which is then analysed by our teaching teams. Participants also complete an official evaluation of the publisher.
An attendance sheet for each half-day of attendance is provided at the end of the training course, along with a certificate of completion if the participant has attended the entire session.
Assessment of targeted skills prior to training.
Assessment by the participant, at the end of the training course, of the skills acquired during the training course.
Validation by the trainer of the participant's learning outcomes, specifying the tools used: multiple-choice questions, role-playing exercises, etc.
At the end of each training course, ITTCERT provides participants with a course evaluation questionnaire, which is then analysed by our teaching teams. Participants also complete an official evaluation of the publisher.
An attendance sheet for each half-day of attendance is provided at the end of the training course, along with a certificate of completion if the participant has attended the entire session.
TEACHING AIDS AND TECHNICAL RESOURCES
The teaching resources used are the publisher's official materials and practical exercises.
The teaching resources used are the publisher's official materials and practical exercises.
TERMS AND DEADLINES
Registration must be completed 24 hours before the start of the training course.
ACCESSIBILITY FOR PEOPLE WITH DISABILITIES
Do you have specific accessibility requirements? Contact Ms FOSSE, disability advisor, at the following address: psh-accueil@orsys.fr so that we can assess your request and its feasibility.
This programme is an original creation, developed by the teaching teams at ORSYS Formation. Any reproduction, representation, adaptation or use, in whole or in part, without the prior written authorisation of ORSYS, is strictly prohibited. ORSYS reserves the right to take any action necessary to protect its intellectual property rights.
Dates and locations
Dernières places
Date garantie en présentiel ou à distance
Session garantie
This programme is an original creation, developed by the teaching teams at ORSYS Formation. Any reproduction, representation, adaptation or use, in whole or in part, without the prior written authorisation of ORSYS, is strictly prohibited. ORSYS reserves the right to take any action necessary to protect its intellectual property rights.