AI on Google Cloud using Vertex AI and build AI powered Apps

AI on Google Cloud using Vertex AI and build AI powered Apps udemy course

Getting started with AI, on Google Cloud and Vertex AI to build two AI applications for your business

Do you want to build Enterprise AI apps and require more comprehensive walkthroughs of using the AI software and a foundational understanding of AI Security, Ethics and the principles as well as some tips and tricks?

This training course has been developed to provide you with the theory of the Generative AI environment, as well as the practical steps to follow that will enable you to build your very own chatBot and host it on a webserver. You will also be building a Search and Conversation Knowledge base on your own Data using the power of the LLMs and Gemini AI all within the Google Cloud and Vertex AI environment.

This course helps build your knowledge and takes you into the future with Google AI enterprise for 2025 and beyond.

All you need for this course is working internet and access to a computer as well. Enjoy Free credits to Google Cloud.

The course will cover:

1. What is AI?

- We cover the history of AI and where it is being used and why it is so popular

2. What is Responsible AI?

- We cover using AI responsibly with the right principles and practices to embed in your development

3. Use Cases for AI

- we explore the use cases and areas that business are looking at AI

4. Prompt Engineering Best Practices

- having a great prompt structure is the key to generative AI, we walk your through the right things to include

5. Google Cloud Overview and architecture

- Google cloud and what it is, and why it is a Enterprise AI architecture

6. Google Cloud Setup

- Setting up Google Cloud, for production us requires setting up a number of items, we walk you through getting this going.

7. Vertex AI Install

- Getting going with Vertex AI is simple

8. Vertex AI overview

- What is Vertex AI, how can you develop and use Vertex AI to make AI prototypes and applications

9. Vertex AI Model Garden

- Exploring the pre-built models, and use cases and showing you how to test, and work with the Prompts as well as a Google Colab Model

10. Building Vertex AI ChatBot on your Data

- We go through step-by-step on how to get a chatBot using Gemini and your data working on your website

11.  Building Vertex AI Build private Knowledge base

- We enable a fully LLM powered Search App on your company or private data with the ability to search and find knowledge that is in unstructured data such as PDF's

12. Implementing AI in the real world, with some tips and tricks

- Having implemented AI solutions, there are a number of key things that rookies need to be aware of, I walk you through some of the pain points you will experience along the way, and how to overcome them in the real world.

+ Extra Video on prototyping environments!

What are you waiting for - get started in the right way now!