What you’ll learn
This course teaches participants the following skills:
Understand the efficiency challenges in a developer workflow and how generative AI can make developers more efficient
Use Gemini Code Assist to more efficiently write code for your applications
Use Gemini in Google Cloud to quickly summarise your application logs
Explain the fundamentals of prompt design when using Gemini Code Assist
Integrate the Gemini and PaLM APIs in your applications to use generative AI
Explore available models in Vertex AI Model Garden
Google Cloud at Lumify Work
Lumify Work is Australia's only national Google Cloud Authorised Training Partner. Get the skills needed to build, test, and deploy applications on this highly scalable infrastructure. Engineered to handle the most data-intensive work you can throw at it, Lumify Work can support you through training wherever you are in your Cloud adoption journey.
Who is the course for?
Application developers and others who wish to understand how generative AI on Google Cloud can make development more efficient.
Course subjects
Module 1: Developer Efficiency on Google Cloud
Developer workflows and efficiency challenges
Developer efficiency on Google Cloud
AI-powered developer tools on Google Cloud
Developer workflows with LLMs
Module 2: Using Gemini Throughout the Development Lifecycle
Introduction to Gemini for Google Cloud
Cloud Code and Gemini Code Assist
Generating and completing code by using Gemini Code Assist
Understanding logs using Gemini
Lab: Using Gemini Throughout the Software Development Lifecycle
Module 3: Prompt Design for Gemini
Why prompt design is important
General prompt design tips
Prompt design for Gemini
Lab: Prompt Design for Gemini Code Assist
Module 4: Leveraging Codey in Developer Workflows
Vertex AI Gemini and PaLM API
Code generation and completion with Codey
Vertex AI Studio
Using the Codey API in your code
Fine-tuning Codey for specific use cases
Lab: Leveraging Codey in Your Applications
Module 5: Discovering Model APIs Using Vertex AI Model Garden
Vertex AI Model Garden
Model types and solutions
Model Registry and model deployment
Fine-tuning models
Lab: Exploring Vertex AI Model Garden
Prerequisites
To get the most out of this course, participants should have:
FREE E-BOOK: The New Era of Cloud Computing
We've created this e-book to assist you on your cloud journey, from defining the optimal cloud infrastructure and choosing a cloud platform, to security in the cloud and the core challenges in moving to the cloud.
Terms & Conditions
The supply of this course by Lumify Work is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.
