Exploring Bias in Zero-Shot Text Classification by Divya Rana Examining and Reducing Bias Found in using Zero Shot and Few Shot models for Topic Classification. We will be exploring the idea of a best practice way to quantify and measure bias in Zero Shot Text Classification models, and evaluating the effectiveness of different techniques tried […]
The Candy Crush franchise grew revenues over 2017, while Candy Crush Saga passed its 5th birthday. What keeps players coming back to enjoy King’s games for many years? I’ll share few of the ways that data science helps steer the business in the right direction.
Artificial intelligence and machine learning are buzzwords that have entered the vernacular at many enterprises. And while some have been preoccupied with how AI will transform the way we work, few have managed to realize the full benefits of these technologies. For many, the question is man vs. machine. But this thinking is narrow – […]
A lot of talks often gloss over the bad things or mad panics that happen on projects, but not this one! I’ll talk about the good, the bad and the ugly as well as what I learned managing my first Data Science Project.
How to create business impact with Data Science. Machine learning and AI have transformed Deliveroo. Surprisingly, we find that this was achieved not by the latest theory or libraries, but from rigorous application of the principles of basic research: experimentation, incrementalism, and a bias to simplicity. In this talk, we share the case study of […]
Generative Adversarial Networks (GANs) have recently reached few tremendous milestones: generating full-HD synthetic faces, to image compression better than the state of the art to cryptography. In this talk we will start with the basics of generative models, but eventually, explore the state of the art in generating full HD images as presented in https://arxiv.org/abs/1710.10196.
Situated at the intersection of R&D and IT operations, MLOps is crucial to realising the potential of Data Science: after all, what good is a model that’s superbly accurate but never used? Why capture exquisitely complex relationships automatically yet require constant human supervision and intervention? During this talk, we will examine some common hurdles to […]
A recognised brand in the logistic sector, Royal Mail is the market leader in delivering parcels to British homes. However, in a context of increasing parcel traffic and growing expectations, Royal Mail is always working to adjust its operations to improve customer satisfaction. Route optimisation tools can therefore bring substantial value by easing cost management […]