Introduction to AI and Machine Learning on Google Cloud

IIn this course, you will learn about Google Cloud's AI and ML offerings, which can be used to implement both predictive and generative AI projects. You will gain a comprehensive overview of technologies, products, and tools that cover the entire data and AI lifecycle—from the basics to development to complete AI solutions.
The course is aimed at data scientists, AI developers, and ML engineers, and helps you expand your skills in a targeted manner through practical learning content and hands-on exercises.

Course Contents

• AI Fundamentals
• AI Development Options
• AI Development Workflow
• Generative AI
• Course Summary

Target Group

Professional AI developers, data scientists and ML engineers who want to create predictive and generative AI projects on Google Cloud.

Knowledge Prerequisites

• Basic knowledge of machine learning concepts
• Previous experience with programming languages such as SQL and Python

Course Objective

• Explore the data-to-AI technologies and tools provided by Google Cloud.
• Create generative AI projects using Gemini multimodal, efficient prompts and model optimization.
• Explore different options for developing an AI project in the Google Cloud.
• Create an ML model from start to finish with Vertex AI.

Complementary and Continuative Courses

Machine Learning on Google Cloud

Introduction to Data Engineering on Google Cloud

You are interested in a certification? The course at hand is part of the following certification(s):

Certification as Generative AI Leader – Google Cloud Foundational Certification

Certification as Associate Data Practitioner – Google Cloud Associate Certification

Classroom training

Do you prefer the classic training method? A course in one of our Training Centers, with a competent trainer and the direct exchange between all course participants? Then you should book one of our classroom training dates!

Online training

You wish to attend a course in online mode? We offer you online course dates for this course topic. To attend these seminars, you need to have a PC with Internet access (minimum data rate 1Mbps), a headset when working via VoIP and optionally a camera. For further information and technical recommendations, please refer to.

Tailor-made courses

You need a special course for your team? In addition to our standard offer, we will also support you in creating your customized courses, which precisely meet your individual demands. We will be glad to consult you and create an individual offer for you.