Access machine learning functions from within BigQuery.

Format:

Video

Contributor:

Lu, Hugo, presenter.

O'Reilly (Firm)

Series:

Shortcuts (O'Reilly (Firm))

Shortcuts

Language:

English

Subjects (All):

Machine learning.

Data mining.

Google BigQuery.

Google Analytics.

Physical Description:

1 online resource (1 video file (2 min.)) : sound, color.

Edition:

[First edition].

Place of Publication:

[Sebastopol, California] : O'Reilly Media, Inc., [2024]

Summary:

In this video shortcuts collection, you as a data engineer will leverage GenAI to automate mundane tasks such as data integration, quality assurance, and ETL processes, freeing up time to focus on more strategic initiatives. Additionally, tools like GitHub and Data Copilots can assist with code generation, enabling quicker development, testing, and optimization of data pipelines. Another benefit lies in data augmentation, where GenAI helps in creating synthetic data points for improving data privacy and security measures. Moreover, integrating GenAI into data catalogs enhances data discovery capabilities, allowing data engineers to tackle complex questions about data assets more effectively. While GenAI is not positioned to replace data engineers entirely, it significantly augments their abilities, making them more efficient and productive in handling daily tasks by automating repetitive work and bolstering their data management skills.

Notes:

OCLC-licensed vendor bibliographic record.

OCLC:

1450900026

Publisher Number:

0642572078362