Google Cloud Generative Ai Essentials

A Comprehensive Guide to Building AI-Driven Applications

What you'll learn

Understand Generative AI Fundamentals:

Gain hands-on experience with Google Cloud services like Vertex AI, AutoML, and BigQuery, which facilitate the development and deployment of AI models.

Learn how to create, train, and optimize generative models for tasks such as text generation, image synthesis, and audio creation.

Discover practical use cases of generative AI, including: Own Search Engine & LLM Chatbot using Vertex AI Agent Builder

AI Based projects with the provided source code for hands-on projects, enabling you to apply your learning immediately and explore further.

Requirements

A willingness to explore and learn about generative AI, along with an interest in applying AI technologies to real-world problems.

Description

Unlock the Power of Google Cloud Generative AIAre you ready to revolutionize your business with the power of generative AI? This comprehensive course is your gateway to mastering Google Cloud's suite of groundbreaking AI tools, including Duet AI, Gen AI Studio, and the revolutionary Gemini AI.What You'll Learn:Google Cloud Generative AI Fundamentals:Understand the core concepts and applications of generative AI.Explore the potential of AI to automate tasks, enhance creativity, and drive innovation.Mastering Gemini AI Chat ( former Duet AI):Learn how to leverage Duet AI to supercharge your productivity.Discover techniques for writing better code, creating stunning designs, and streamlining your workflow.Harnessing the Power of Gen AI Studio:Dive into the world of Gen AI Studio and build custom AI models tailored to your specific needs.Explore a wide range of use cases, from natural language processing to image generation.Unleashing the Future with Gemini AI:Gain insights into the latest advancements in AI with Gemini AI.Learn how to apply Gemini AI to real-world problems and create innovative solutions.Hands-on Projects with Hanson:Put your knowledge into practice with hands-on projects using Hanson, a powerful AI framework.Build practical applications and gain valuable experience in AI development.

Overview

Section 1: Introduction

Lecture 1 Introduction to Generative AI

Lecture 2 Google Generative AI Studio - Older

Section 2: Google Gemini AI

Lecture 3 Gemini AI Introduction

Lecture 4 Gemini AI Chat ( Former Duet AI)

Lecture 5 Enable Gemini AI Chat in Google Cloud

Lecture 6 Gemini AI Chat in Cloud Console

Lecture 7 Gemini AI in VS Code

Lecture 8 Gemini AI for BigQuery

Section 3: Generative AI Projects

Lecture 9 Build GenAI Chatbots on Cloud Run

Lecture 10 AI Voice Assistant with python & Google's Generative AI

Lecture 11 Instagram Post Sentiment Analysis using Gemini Pro

Lecture 12 Personalized Search Engine with Vertex AI Agent Builder

Lecture 13 Customized LLM Chatbot on Your Own Data Using Vertex AI Agent Builder

Individuals looking to build a career in artificial intelligence and gain practical skills in generative AI technologies.,Those interested in leveraging cloud platforms to implement AI solutions, especially using Google Cloud services.,Professionals who want to expand their skill set by integrating generative AI into their applications or workflows.