AI Fundamentals: Google Cloud ML & GenAI
Master AI & ML on Google Cloud. Learn generative AI, Vertex AI, and build ML models for data science and development.
Master AI & ML on Google Cloud. Learn generative AI, Vertex AI, and build ML models for data science and development.
This course offers a comprehensive introduction to AI and machine learning capabilities on Google Cloud. Designed for data scientists, AI developers, and ML engineers, it covers the entire data-to-AI lifecycle. The curriculum includes foundational concepts, development tools, and practical solutions. Participants will explore generative AI technologies, learn to use Vertex AI for model development, and gain hands-on experience with tools like BigQuery ML and Gen AI Studio. The course emphasizes both predictive and generative AI projects, providing a balanced approach to modern AI development. Through engaging learning experiences and practical exercises, students will enhance their skills in creating AI solutions using Google Cloud's advanced tools and technologies.
Instructors:
English
Português (Brasil)
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What you'll learn
Understand Google Cloud's AI and ML tools and technologies
Create generative AI projects using multimodal Gemini, efficient prompting, and model tuning
Explore various options for developing AI projects on Google Cloud
Build a complete ML model using Vertex AI
Learn about AI infrastructure, including storage and compute resources
Master the ML workflow from data preparation to model deployment
Skills you'll gain
This course includes:
170 Minutes PreRecorded video
4 assignments
Access on Mobile, Tablet, Desktop
FullTime access
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There are 6 modules in this course
This course provides a comprehensive overview of AI and machine learning capabilities on Google Cloud. It covers the entire data-to-AI lifecycle, including foundational concepts, development tools, and practical solutions. The curriculum is structured around a three-layer AI framework: fundamentals, development, and solutions. Participants will learn about Google Cloud's infrastructure, data products, and AI development options. The course includes hands-on experience with tools like BigQuery ML, Vertex AI, and Gen AI Studio. It also covers the latest advancements in generative AI, including multimodal models and prompt engineering. By the end of the course, learners will be equipped to create both predictive and generative AI projects using Google Cloud's advanced technologies.
Introdução
Module 1 · 4 Minutes to complete
Fundamentos da IA
Module 2 · 2 Hours to complete
Opções de desenvolvimento de IA
Module 3 · 1 Hours to complete
Fluxo de trabalho do desenvolvimento de IA
Module 4 · 3 Hours to complete
IA generativa
Module 5 · 2 Hours to complete
Resumo
Module 6 · 16 Minutes to complete
Fee Structure
Payment options
Financial Aid
Instructor
Empowering Businesses with Expert Training from Google Cloud
The Google Cloud Training team is tasked with developing, delivering, and evaluating training programs that enable our enterprise customers and partners to effectively utilize our products and solutions. Google Cloud empowers millions of organizations to enhance employee capabilities, improve customer service, and innovate for the future using cutting-edge technology built specifically for the cloud. Our products are designed with a focus on security, reliability, and scalability, covering everything from infrastructure to applications, devices, and hardware. Our dedicated teams are committed to helping customers successfully leverage our technologies to drive their success.
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Frequently asked questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.