A Pre-Trained Model that Fakes It until It Makes It

From Deep Learning with PyTorch by Eli Stevens and Luca Antiga

This article explores the use and capabilities of GANs, using a fictional (and inadvasible) example of aspiring art forgers.

The Meaning of the Churn Rate

  From Fighting Churn with Data by Carl Gold This article discusses measuring the churn rate. Take 37% off Fighting Churn with Data by entering fccgold into the discount code box at checkout at manning.com. The Meaning of the Churn… Continue Reading →

Moving Your Analytics Data into the Cloud

From Designing Cloud Data Platforms by Danil Zburivsky and Lynda Partner

Everything You Need to Get Started with NLP

From Essential Natural Language Processing by Ekaterina Kochmar

Applying Deep Learning to Structured Data

From Deep Learning with Structured Data by Mark Ryan

Sentence Classification in NLP

From Real-World Natural Language Processing by Masato Hagiwara

In this article, we’re going to study the task of sentence classification, where an NLP model receives a sentence and assigns some label to it.

Where do People Fit Best into the Machine Learning Loop?

From Human-in-the-Loop Machine Learning by Robert Munro.

Building End-to-End Applications using GRANDstack

From Fullstack GraphQL Applications with GRANDstack by William Lyon

Spatial Reference Systems

From PostGIS in Action, Third Edition by Regina O. Obe and Leo S. Hsu

This article discusses some common spatial reference systems relevant for GIS.

Consuming records with Spark

From Spark in Action, Second Edition by Jean Georges Perrin

This article explores consuming records in files with Spark.

© 2020 Manning — Design Credits