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Introduction to Generative AI with Google Cloud

Google Cloud Training

Take Udacity's free Cloud Introduction to Generative AI Course by Google and learn what Generative AI is, Generative AI is, how it's used, and how it differs from traditional machine learning methods.

What's inside

Syllabus

This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Explores Generative AI, a rapidly evolving field at the intersection of machine learning and artificial intelligence
Taught by Google Cloud Training, a recognized leader in the field of cloud computing and artificial intelligence
Develops a foundational understanding of generative AI techniques and their applications
Introduces key concepts of generative AI, such as deep learning models, neural networks, and natural language processing
Provides real-world examples and case studies to illustrate the practical uses of generative AI

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Activities

Coming soon We're preparing activities for Introduction to Generative AI with Google Cloud. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Introduction to Generative AI with Google Cloud will develop knowledge and skills that may be useful to these careers:
Data Scientist
Data Scientists are responsible for collecting, cleaning, and analyzing data to extract insights and make predictions. This course in Generative AI will help you build a foundation in the field. You will learn how to use Generative AI to generate new data, which can be used to train machine learning models or to create new products and services.
Machine Learning Engineer
Machine Learning Engineers are responsible for designing, building, and deploying machine learning models. This course in Generative AI will help you build a foundation in the field. You will learn how to use Generative AI to generate new data, which can be used to train machine learning models or to create new products and services.
Software Engineer
Software Engineers are responsible for designing, developing, and maintaining software applications. This course in Generative AI will help you build a foundation in the field. You will learn how to use Generative AI to generate new code, which can be used to create new products and services.
Data Analyst
Data Analysts are responsible for collecting, cleaning, and analyzing data to extract insights and make predictions. This course in Generative AI may be useful for Data Analysts who want to learn how to use Generative AI to generate new data, which can be used to train machine learning models or to create new products and services.
Product Manager
Product Managers are responsible for managing the development and launch of new products and services. This course in Generative AI may be useful for Product Managers who want to learn how to use Generative AI to generate new ideas for products and services.
Financial Analyst
Financial Analysts are responsible for analyzing financial data and making investment recommendations. This course in Generative AI may be useful for Financial Analysts who want to learn how to use Generative AI to generate new investment ideas.
Operations Manager
Operations Managers are responsible for managing business operations and improving efficiency. This course in Generative AI may be useful for Operations Managers who want to learn how to use Generative AI to generate new ideas for improving operations.
Consultant
Consultants are responsible for providing advice and guidance to businesses and organizations. This course in Generative AI may be useful for Consultants who want to learn how to use Generative AI to generate new ideas for consulting services.
Entrepreneur
Entrepreneurs are responsible for starting and running their own businesses. This course in Generative AI may be useful for Entrepreneurs who want to learn how to use Generative AI to generate new ideas for products and services.
Human Resources Manager
Human Resources Managers are responsible for managing employee relations and developing HR policies. This course in Generative AI may be useful for Human Resources Managers who want to learn how to use Generative AI to generate new ideas for employee development.
Teacher
Teachers are responsible for educating students in a variety of subjects. This course in Generative AI may be useful for Teachers who want to learn how to use Generative AI to generate new lesson plans and teaching materials.
Marketing Manager
Marketing Managers are responsible for developing and executing marketing campaigns. This course in Generative AI may be useful for Marketing Managers who want to learn how to use Generative AI to generate new marketing content.
Project Manager
Project Managers are responsible for planning, executing, and closing projects. This course in Generative AI may be useful for Project Managers who want to learn how to use Generative AI to generate new ideas for project management.
Sales Manager
Sales Managers are responsible for managing sales teams and developing sales strategies. This course in Generative AI may be useful for Sales Managers who want to learn how to use Generative AI to generate new leads and close more deals.
Business Analyst
Business Analysts are responsible for analyzing business processes and identifying opportunities for improvement. This course in Generative AI may be useful for Business Analysts who want to learn how to use Generative AI to generate new ideas for products and services.

Reading list

We've selected seven books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Introduction to Generative AI with Google Cloud.
Teaches the fundamentals of deep learning using the fastai library. It great resource for anyone who wants to learn how to build and train generative AI models.
Provides a comprehensive introduction to deep learning using Python. It great resource for anyone who wants to learn more about the theory and practice of deep learning.
Provides a comprehensive overview of computer vision. It great resource for anyone who wants to learn more about the theory and practice of computer vision.
Provides a comprehensive overview of machine learning for the humanities. It great resource for anyone who wants to learn more about the theory and practice of machine learning in the context of the humanities.
Provides a comprehensive overview of data science for business. It great resource for anyone who wants to learn more about the theory and practice of data science in the context of business.
Provides a comprehensive overview of artificial intelligence for medicine. It great resource for anyone who wants to learn more about the theory and practice of AI in the context of medicine.
Provides a comprehensive overview of the ethical implications of AI. It great resource for anyone who wants to learn more about the ethical challenges and opportunities posed by AI.

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