Subject archive for "code," page 6

Data Science

Natural Language Processing in Python using spaCy: An Introduction

This article provides a brief introduction to natural language using spaCy and related libraries in Python.

By Paco Nathan15 min read

Data Science

Towards Predictive Accuracy: Tuning Hyperparameters and Pipelines

This article provides an excerpt of “Tuning Hyperparameters and Pipelines” from the book, Machine Learning with Python for Everyone by Mark E. Fenner. The excerpt evaluates hyperparameters including GridSearch and RandomizedSearch as well as building an automated ML workflow.

By Andrea Lowe37 min read

Addison-Wesley Professional

Manual Feature Engineering

Many thanks to AWP Pearson for the permission to excerpt "Manual Feature Engineering: Manipulating Data for Fun and Profit" from the book, Machine Learning with Python for Everyone by Mark E. Fenner.

By Andrea Lowe53 min read

Data Science

A Practitioner's Guide to Deep Learning with Ludwig

Joshua Poduska provides a distilled overview of Ludwig including when to use Ludwig’s command-line syntax and when to use its Python API.

By Josh Poduska7 min read

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