Tricks for Deep Learning
Intelligent methodologies driven by deep learning have been focus of academic researchers and industry practitioners. The systems based on these techniques are showing state-of-the-art performance in areas ranging from Insurance to Oil & Gas. This talk will present a few tricks to learn informative representation from unstructured and structured including time series data using various deep Neural Networks.
With over 15 years’ experience and wide-ranging expertise in Data Science, Artificial Intelligence and Machine Learning, Huma joined BP in 2019 to focus on how their applications can help transform its services. She has previously held the position of Principal / Senior Data Scientist with Direct Line Group, LV= and Cognizant.
Huma’s work is focused on building machine learning based products and delivering advanced analytics value. She is fascinated by the role that Artificial Intelligence can play in the transformation of industries ranging from insurance to oil and gas. Huma has a PhD in Machine Learning from University of London. She regularly speaks at industry events to introduce best AI practices.