Roald SchuringinTowards Data ScienceFood and Wine PairingUnpacking and Matching the Characteristics of Food and Wine using Natural Language Processing7 min read·Dec 23, 2019--2--2
Roald SchuringinTowards Data ScienceThe Effect of TerroirQuantifying Components of Terroir and their Effect on Wine Flavor Profiles8 min read·Aug 28, 2019----
Roald SchuringinTowards Data ScienceBuilding a Wine Recommender API using AWS Lambda and API GatewayIn one of the chapters of the RoboSomm series, we built a wine recommender model. In the following article, we will explore how we can…4 min read·Jul 14, 2019----
Roald SchuringinTowards Data ScienceTraining Word Embeddings On AWS SageMaker Using BlazingTextIn a recent article, we explored how to create a numerical representation of the information contained in professional wine reviews. An…4 min read·Jul 11, 2019----
Roald SchuringinTowards Data ScienceHosting an Scikit-Learn Nearest Neighbors model in AWS SageMakerIn addition to a range of built-in algorithms, AWS SageMaker also offers the ability to train and host Scikit-Learn models. In this post…4 min read·Jul 6, 2019--1--1
Roald SchuringinTowards Data ScienceRoboSomm Chapter 3: Wine Embeddings and a Wine RecommenderOne of the cornerstones of previous chapters of the RoboSomm series has been to extract descriptors from professional wine reviews, and to…10 min read·May 30, 2019----
Roald SchuringinTowards Data ScienceRoboSomm Chapter 1: Predicting Grape VarietiesA lot has been written and said about the art and science of blind tasting wine. The ability to identify a glass of wine in front of you…9 min read·Apr 28, 2019----
Roald SchuringinTowards Data ScienceRoboSomm Chapter 2: Exploring Variations of ChardonnayIn this article, clustering techniques were used to explore different types of Chardonnay.6 min read·Apr 23, 2019----