Cloudera Fast Forward Labs

Through this report, we explore text style transfer through an applied use case – neutralizing subjectivity bias in text. @FastForwardLabs #DataScience #NLP hubs.li/Q01v8NWj0

I'll be speaking at #ODSCWest tomorrow (11/2) on our recent research, FF24: Text Style Transfer. Come say hello if you're at the conference! @cloudera @FastForwardLabs

My first @huggingface space! A @streamlit app that demonstrates how the #NLP task of Text Style Transfer can be applied to enhance the human writing experience. Suggest text re-writes between styles like: • Subjective to neutral • Informal to formal huggingface.co/spaces/cffl/Ex…

Excited to share that Part 3 of the @FastForwardLabs technical blog series on Text Style Transfer is out! In this post, we explore and implement task-specific metrics for evaluating two criteria: style transfer strength & content preservation. blog.fastforwardlabs.com/2022/07/11/aut…

We've been exploring the NLP task of Text Style Transfer here @FastForwardLabs. Check out our recent blog post where we apply @huggingface transformers to neutralize subjectivity bias in text. Stay tuned for a Part 2 continuation of this work! blog.fastforwardlabs.com/2022/05/05/neu…

Wondering how to achieve continuous model monitoring on Cloudera Machine Learning (CML)? Checkout our newly released Applied ML Prototype by @andrewrreed that shows you how using @EvidentlyAI's drift monitoring reports! #MLOps github.com/cloudera/CML_A…

Building on our previous blog on Video Understanding, we're pleased to bring you Why and How Convolutions Work for Video Classification! Take a deep dive through space and time with us: blog.fastforwardlabs.com/2022/01/31/why…

Check out our newest blog post, An Introduction to Video Understanding: Capabilities and Applications. In it we explore ML tasks associated with this field, as well some of their real world applications. You can find it here blog.fastforwardlabs.com/2021/12/14/an-…

Check out our newest blog post, The Rise of Unstructured Data. In it we explore how much data there is in the world, what types there are, and what that means for AI and businesses. You can find it here blog.cloudera.com/the-rise-of-un…

In case you missed this one: a very thorough review by @FastForwardLabs on how to infer concept drift when labeled data is not readily accessible 👇🏼 concept-drift.fastforwardlabs.com

New research alert! Our own @andrew_reed_r and @NishaMuktewar have been exploring the issue of detecting concept drift when the cost of obtaining labeled data to validate model performance is high. Check out our latest report here: concept-drift.fastforwardlabs.com

Latest research cycle has dropped! Melanie and Chris spent the past couple of months exploring multi-objective hyperparameter optimization. Here's our write up, with links to some tutorial and experiment notebooks. blog.fastforwardlabs.com/2021/07/07/exp…

We're live in 2 hours, kids! 🥳

#Deeplearning for Offline Signature Verification. Interested in how the task of signature verification (a common use case in the banking/finance sector) can be addressed using #MachineLearning ? @andrew_reed_r and I wrote an introductory post blog.fastforwardlabs.com/2021/05/26/dee…

Aaaand we're live! :)

Join ussssss. (On Wednesday.)

As ever, the report is beautifully illustrated by @bestemiray. Just look!

Our short report covers all of this, and addresses many of the considerations necessary for building thoughtful, information-driven session-based recommender systems. Comes with code to play with!

Our first research of 2021 is live! #MachineLearning #100DaysOfMLCode …ased-recommenders.fastforwardlabs.com