Generative AI on Google Cloud E-Learning
Explore the world of Generative AI on Google Cloud with our expert training. Learn to utilize Google Cloud tools and services, such as TensorFlow and AI Platform, to build, train, and deploy state-of-the-art AI models. Gain hands-on experience in developing generative AI solutions that transform raw data into innovative applications. Book now to elevate your AI capabilities on the Google Cloud platform!
Course content
Generative AI on GCP: An Introduction
Course: 1 Hour, 57 Minutes
- Course Overview
- Introduction to Generative Artificial Intelligence (AI)
- Google Cloud Platform (GCP) and Generative AI
- Advantages of Generative AI with GCP
- Generative AI Challenges on GCP
- GCP Machine Learning
- The Generative AI Life Cycle
- Image Generation and Natural Language Processing (NLP)
- Generating Images with GCP
- Working with Natural Language Processing in GCP
- Best Practices for Developing Generative AI
- GCP Privacy, Security, and Compliance
- Monitoring and Logging with GCP
- Generative AI Use Cases
- Course Summary
Generative AI on GCP: Empowering Machine Language Workflows with Vertex AI
Course: 1 Hour, 39 Minutes
- Course Overview
- Introduction to Vertex AI
- Vertex AI Features1
- Deploying a Model with Vertex AI
- Simplifying End-to-end Workflow with Vertex AI
- Pros and Cons of Vertex AI
- How Vertex AI Accelerates Development and Deployment
- Selecting, Training, and Evaluating Models
- Integrating Vertex AI with AI Frameworks
- Data Preparation, Feature Engineering, and Model Evaluation
- Vertex AI Success Stories
- Course Summary
Generative AI on GCP: Harnessing Generative AI with Vertex AI
Course: 1 Hour, 14 Minutes
- Course Overview
- Generative AI Support in Vertex AI
- Vertex AI Generative AI Models
- Generative AI Studio
- Working with the Vertex AI API
- Using Vertex AI Model Garden
- Working with Models in Model Garden
- Creating Custom Models in Vertex AI
- Responsible AI with Safety Filters
- Vertex AI Search and Conversation
- Using Vertex AI Search and Conversation
- Course Summary
Generative AI on GCP: Deep Dive Into Generative AI Studio
Course: 1 Hour, 37 Minutes
- Course Overview
- Generative AI Prompt Design
- Using Generative AI Prompt Samples
- Training a Model with Generative AI Studio
- Tuning a Language Model
- Evaluating Model Performance
- Google Cloud Platform (GCP) Generative AI Deployment
- Deploying a Model
- How Organizations Use GCP Generative AI
- Converting Speech to Text
- Prototyping Language Applications
- Course Summary
Generative AI on GCP: Building Generative AI-powered Apps in GCP
Course: 1 Hour, 17 Minutes
- Course Overview
- Plan and Build a Generative Artificial Intelligence (AI) Model
- Setting up a Python Environment
- Loading Training Data
- Designing and Building a Generator
- Designing and Building Discriminator
- Building a Training Loop
- Running a Training Loop
- Dockerizing the Training Script
- Running a Docker Container on Vertex AI
- Deploying a Finished Model to an API Endpoint
- Course Summary
