Generative AI on Google Cloud E-Learning Training

Verken de wereld van Generative AI op Google Cloud met onze deskundige training. Leer Google Cloud-tools en -diensten, zoals TensorFlow en AI Platform, te gebruiken om geavanceerde AI-modellen te bouwen, trainen en implementeren. Krijg praktische ervaring in het ontwikkelen van generatieve AI-oplossingen die ruwe data omzetten in innovatieve toepassingen. Boek nu om je AI-vaardigheden op het Google Cloud-platform te verbeteren!

Demo Generative AI on Google Cloud Training

Cursusinhoud

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