Tag

Machine Learning

Creating a Bipartite Graph for a User-Item Dataset

By Graph-Powered Machine Learning Alessandro Negro

This article discusses creating a bigraph for a user-item dataset.

Setting Limits on Experimentation

This article talks about the need to carefully plan a machine learning project—before you start it!

Deep Transfer Learning for NLP with Transformers

From Transfer Learning for Natural Language Processing by Paul Azunre

In this article, we cover some representative deep transfer learning modeling architectures for NLP that rely on a recently popularized neural architecture – the transformer – for key functions.

Fun Uses for Word Vectors

In this video, Hobson shows you how to move words from inflammatory to less inflammatory context with the help of word vectors (Word2vec).

Training an SVM model in R with mlr

Hefin I. Rhys teaches you how to train, tune, and cross-validate a Support Vector Machine model using RStudio and the awesome mlr machine learning package.

Essential Tools for Deep Learning and Data Science

Learn the most important tools in the repertoire of a data scientist and machine learning practitioner – Principal Component Analysis (PCA), Singular Value Decomposition (SVD), and Latent Semantic Analysis (LSA) – with the help of Krishnendu Chaudhury.

Automatic Differentiation in Python and PyTorch

Deep dive with Carl Osipov into understanding automatic differentiation used by PyTorch autograd for deep learning

Free eBook: Exploring Natural Language Processing

Free_eBook_Lane

Exploring Natural Language Processing is a free eBook with chapters selected by Hobson Lane.

Free eBook: Exploring Machine Learning Basics

Serrano2_EMLV_mini_eBook

Exploring Machine Learning Basic is a free eBook with chapters selected by Luis G. Serrano.

The Ultimate Speed Reader

Why speed read this, you ask? Learn how AI can plow through an inbox at superhuman speeds. Let an AI summarize and help you focus. That’s what I need. [ed. This is my first joint blog post with Chris Mattmann,… Continue Reading →

© 2021 Manning — Design Credits