Mastering large datasets with Python / John Wolohan.

Format:

Video

Author/Creator:

Wolohan, John, author.

Contributor:

Manning Publications, publisher.

Language:

English

Subjects (All):

Python (Computer program language).

Big data.

Physical Description:

1 online resource (1 video file (7 hr., 45 min.)) : sound, color.

Edition:

[First edition].

Video edition.

Place of Publication:

[Shelter Island, New York] : Manning Publications, [2020]

Summary:

Mastering Large Datasets with Python teaches you to write code that can handle datasets of any size. You’ll start with laptop-sized datasets that teach you to parallelize data analysis by breaking large tasks into smaller ones that can run simultaneously. You’ll then scale those same programs to industrial-sized datasets on a cluster of cloud servers. With the map and reduce paradigm firmly in place, you’ll explore tools like Hadoop and PySpark to efficiently process massive distributed datasets, speed up decision-making with machine learning, and simplify your data storage with AWS S3.

Notes:

OCLC-licensed vendor bibliographic record.

"In video editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video."

OCLC:

1474474046

Publisher Number:

9781617296239VE