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Variable-Length Sequences in TensorFlow Part 3: Using a Sentence-Conditioned BERT Encoder
Engineering

Variable-Length Sequences in TensorFlow Part 3: Using a Sentence-Conditioned BERT Encoder

To conclude this series, we examine the benefits of using a sentence-conditioned BERT model for multi-sentence text data.

  • Nilabhra Roy Chowdhury
  • Sayak Paul
Nilabhra Roy Chowdhury, Sayak Paul Apr 26, 2022 • 6 min read
Variable-Length Sequences in TensorFlow Part 2: Training a Simple BERT Model
Engineering

Variable-Length Sequences in TensorFlow Part 2: Training a Simple BERT Model

In this article we demonstrate how to use a BERT model with variable-length text data while minimizing training time.

  • Nilabhra Roy Chowdhury
  • Sayak Paul
Nilabhra Roy Chowdhury, Sayak Paul Apr 19, 2022 • 7 min read
Like, Subscribe, and Buy: Empowering Creator Commerce
Future of Commerce

Like, Subscribe, and Buy: Empowering Creator Commerce

Creators are increasingly looking to commerce to fuel their growth. We assess the state of creator commerce today, and where it’s headed.

  • Adriano Salemme
Adriano Salemme Apr 14, 2022 • 4 min read
An abstract representation of sentences showing four rows of various shapes joined into strings.
Engineering

Variable-Length Sequences in TensorFlow Part 1: Optimizing Sequence Padding

We analyze the impact of sequence padding techniques on model training time for variable-length text data.

  • Sayak Paul
  • Nilabhra Roy Chowdhury
Sayak Paul, Nilabhra Roy Chowdhury Apr 11, 2022 • 6 min read
Graphic of a small rocket ship hurtling upward into space with 'Carted' written on the side
Future of Commerce

Carted’s Elevator Pitch

This article is Carted’s elevator pitch — the problems we’re solving, why and how we’re solving them, and most importantly, what sets us apart from the status quo.

  • Holly Cardew
Holly Cardew Mar 7, 2022 • 4 min read
Graphic of clothing products arranged in an abstract way
Product

Product Taxonomy: Improve Sales with Effective Categorization

A clear and comprehensive product taxonomy enables your customers to find exactly what they need to complete their checkout. Learn how to construct the ideal product taxonomy with this guide.

  • Kara Martchek
Kara Martchek Feb 17, 2022 • 5 min read
A diagram depicting an example product taxonomy for fashion apparel products.
Product

7 Best Practices for Creating a Product Taxonomy

A well-constructed product taxonomy provides lasting benefit to both your customers and your business. Understand these 7 tips to optimise your own product hierarchy.

  • Kara Martchek
Kara Martchek Feb 14, 2022 • 3 min read
A graphic depicting a number of random lines being organised into a constant and ordered stream
Engineering

Improving Dataflow Pipelines for Text Data Processing

This post discusses recipes to improve Cloud Dataflow pipelines for large-scale datasets involving sequential text data.

  • Nilabhra Roy Chowdhury
  • Sayak Paul
Nilabhra Roy Chowdhury, Sayak Paul Feb 10, 2022 • 10 min read
Powering Everything: Why APIs Are The Future
Future of Commerce

Powering Everything: Why APIs Are The Future

By capitalizing on external APIs, developers can be creative and build new services in a more efficient way, and without too many resources. Forget ‘build or buy’ — the real choice is ‘build, buy, or API.’

  • Holly Cardew
Holly Cardew Dec 9, 2021 • 3 min read
The Future of Commerce with Carted in the Picture
Future of Commerce

The Future of Commerce with Carted in the Picture

The Carted API allows any app or platform to seamlessly access billions of products on the internet, in real-time. Our Founder shares her thoughts on Carted's role in building the future of commerce.

  • Holly Cardew
Holly Cardew Nov 17, 2021 • 4 min read
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