Advanced SQL by Slawomir Tulski In this session I will expand on basic SQL concepts by covering: complex WHERE conditions, Single-row functions, Group functions and joins. I will also explain core concepts in Data Engineering, that is metrics and dimensions. Note, this session assumes basic SQL skills, that is: what is SQL, Database, Table, Schema, […]
I’ll be talking about the Data Science behind our tools and why AI plays a key role in the battle against misinformation.
Roots, Repercussions and Rectification of Bias in NLP Transfer Learning by David Hopes & Benjamin Ajayi-Obe The popularization of large pre-trained language models has resulted in their increased adoption in commercial settings. However, these models are usually pre-trained on raw, uncurated corpora that are known to contain a plethora of biases. This often results in […]
This talk will focus on the key models we use at Product Madness to help our User Acquisition team make optimal decisions.
This talk will focus on the key models we use at Product Madness to help our User Acquisition team make optimal decisions.
Data storytelling as a visualisation by Robert Mastrodomenico Data plays a fundamental role in our lives and as a practitioner, the role of communicating this is more important than ever. This talk will discuss how to effectively communicate and present data-driven concepts to both experts and non-experts.
The presentation will develop to explore the role of people-centred design and its centrality, where data sets are being used to predict or interpret the truth.
Introduction to Data Visualisation by Eshwarya Agarwal Data visualisation is an art of representing data and insights in a concise manner. An effective visualisation can help others learn from that data and draw inferences from it. In this session we cover the what and the why of data visualisation. We then move onto how to […]
This talk aims to provide tour of, and insights into how graphs can help improve upon the predictions and answers arrived at by using traditional ML algorithms and approaches alone.