Open in app
Home
Notifications
Lists
Stories

Write
Squadra Machine Learning Company
Squadra Machine Learning Company

Home

Jan 17

Feature Extraction & Data Enrichment

Anno 2021, companies in retail have more and more data at their disposal. Data about their business processes, customers, products; virtually every aspect of modern business is subject to large amounts of back-end data. This data can then be used to make rational and informed decisions and strategic decisions. Furthermore…

Data Science

3 min read


Nov 11, 2021

SEO Optimization using Transformer Models

The development of transformer models such as BERT (Devlin et al., 2018) and GPT3 (Floridi & Chiriatti, 2020) have revolutionized the world of Natural Language Processing (NLP). These models now show a human level of intelligence in tasks such as text generation and paraphrasing. Earlier research has shown that the…

SEO

9 min read

SEO Optimization using Transformer Models
SEO Optimization using Transformer Models

Nov 11, 2021

Cooking up a recipe for paraphrasing with T5

Transformer-based models have rapidly become the state-of-the-art for many Natural Language Processing (NLP) tasks, the most infamous probably being OpenAI’s GPT-3. Such models can help people with different writing tasks and take away some labor-intensive and manual burdens. Imagine you’re a retailer that sells several different models of a product…

NLP

7 min read

Cooking up a recipe for paraphrasing with T5
Cooking up a recipe for paraphrasing with T5

Aug 28, 2020

How to automatically generate product descriptions with NLP

Over the last few years, the number of consumers that are starting to shop online is increasing. It is of great importance for e-Commerce companies to appear as high as possible in search engines in order to attract potential customers to their website. To increase the visibility of a website to users of a search engine, the application of Search Engine Optimization (SEO) could be an interesting option to apply. Similar or duplicate product descriptions will cause a lower rank in the search engines. Besides, a description should be informative, realistic, and written in plain language to increase the visibility of the product.

NLP

5 min read

How to automatically generate product descriptions
How to automatically generate product descriptions

Jul 24, 2020

Schema matching voor product classificatie

Afgelopen jaren is het aantal verschillende producten dat webshops aanbieden flink gestegen. Het gevolg hiervan is dat meerdere fabrikanten productdata aan de webshop moeten aanleveren. Als iedereen dit op zijn eigen manier zou doen, zal dit voor veel onduidelijkheid zorgen. Om deze reden is een standaardformaat ingevoerd voor onder andere…

Product Management

4 min read

Schema matching voor product classificatie
Schema matching voor product classificatie

Published in Artificial Intelligence in Plain English

·Apr 28, 2020

How to apply reinforcement learning to order-pick routing in warehouses (including Python code)

Introduction to Reinforcement Learning Reinforcement Learning is a hot topic in the field of machine learning. Think about self driving cars or bots to play complex games. However, the application of this technique to operational problems is scarce. …

Reinforcement Learning

10 min read

How to apply reinforcement learning to order-pick routing in warehouses
How to apply reinforcement learning to order-pick routing in warehouses

Published in Artificial Intelligence in Plain English

·Apr 24, 2020

Text Classification with Risk Assessment explained

Introduction to text classification and risk assessments Natural Language Processing (NLP) has always been at the heart of Artificial Intelligence (AI) research. The ultimate objective of NLP is to read, decipher, understand and make sense of human languages in a valuable manner. Text classification is one of the most mature fields within NLP. The purpose of text…

Towards Data Science

13 min read

Text Classification with Risk Assessment explained
Text Classification with Risk Assessment explained

Published in Level Up Coding

·Apr 23, 2020

Deploy your Machine Learning model as a REST API on AWS

So you’ve spent days, weeks or even months working on your cutting edge machine learning model; cleaning data, engineering features, tuning model parameters and endless testing. And now that it’s finally ready for production, you want to make it available in an easy and reliable fashion. …

Deployment

13 min read

Deploy your Machine Learning model as a REST API on AWS
Deploy your Machine Learning model as a REST API on AWS

Published in The Startup

·Apr 21, 2020

Improving product classification for e-commerce with image recognition

E-commerce is booming, the field of machine learning is maturing more and more, and therefore it is no wonder that these two fields are becoming more interweaved than ever before. For consumers this is most often notable via product recommendations, which are driven by intelligent algorithms. A less notable aspect…

Text Classification

12 min read

Improving product classification for e-commerce with image recognition
Improving product classification for e-commerce with image recognition
Squadra Machine Learning Company

Squadra Machine Learning Company

We are making data work for you.

Help

Status

Writers

Blog

Careers

Privacy

Terms

About

Knowable