Summarize Text using SQL and LLMs in BigQuery ML

Google Cloud, located in Toronto, North America, offers you a unique blend of academic and professional opportunities. As a institution founded in 2008, it provides a fresh perspective on education. You will find advantages in its strong focus on computing, data storage, and machine learning, making it an ideal choice for students interested in these fields. Its client base spans various industries, including financial services, healthcare, retail, and education, providing you with a broad range of potential collaborations and career paths.

Specifically, Google Cloud focuses on services like computing, data analytics, and machine learning, with tools such as Google Cloud Platform (GCP) and Google Workspace. You can choose from 723 programs, which cover a broad spectrum of subjects. Key languages and technologies are taught, preparing you for a career in these in-demand fields. For instance, you can develop skills in Gmail, Docs, Drive, and Calendar, making you proficient in Google's suite of productivity tools.

In Toronto, you will find a unique city benefit - a diverse and thriving metropolis with many opportunities for internships, collaborations, and networking. You can take advantage of the city's active startup scene, with many companies using Google Cloud services. On campus, you can engage with a community of 30,000 students, including many international students, creating a dynamic and global learning environment. Opportunities for you include accessing modern labs, and participating in active student clubs, making your time at Google Cloud a rich and rewarding experience.

This program is a self-paced lab for those interested in machine learning, offered by Google Cloud in Toronto. It's a non-degree program that can be completed in a few weeks, helping you learn text summarization using SQL and LLMs in BigQuery ML.

The curriculum covers how to perform summarization of source code from GitHub repos and identify the programming language in the repo. You'll use Vertex AI Large Language Model for text generation and get hands-on experience in the Google Cloud console.

After completing this program, you can pursue careers such as Data Scientist, Machine Learning Engineer, or Text Analyst. You can work in industries like technology, finance, or healthcare, and companies like Google, Microsoft, or IBM may be potential employers.