Video description
In this webcast, we'll demonstrate doing scalable data science using GraphLab Create, an end-to-end platform for prototyping and deploying data products. You can munge data, query statistics, build sophisticated models, and deploy to the cloud, all from *one* platform—your laptop. With disk-backed data stores, an intuitive Python front-end and efficient C++ back-end, GraphLab Create squeezes out all the power from a single machine, which can be orders of magnitude faster than MapReduce.
Table of contents
Product information
- Title: Scalable Data Science On A Laptop
- Author(s):
- Release date: August 2014
- Publisher(s): O'Reilly Media, Inc.
- ISBN: 978149191141
You might also like
video
The Open Data Science Platform
Presented by Andy Terrel at Numfocus NumFOCUS currently represents 26 sponsored and 24 affiliated open scientific …
video
Up and Running with Deep Learning
Quickly dive-in to the most current topics in the field of deep learning, with this curated …
video
Data science without seeing the data: Advanced encryption to the rescue
Intuit is investing in adopting the new techniques of fully homomorphic encryption, which are just now …
book
Evaluating Machine Learning Models
Data science today is a lot like the Wild West: there’s endless opportunity and excitement, but …