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BCS-ISSG Early Career webinar: Challenges of Machine Learning in Production

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Online event

Event description
Yes, you guessed it right, security is definitely one of them. How can we deal with these challenges from the early stages of model design?

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SPEAKER

Jelena Milosevic, Data Scientist, Mondi Group

AGENDA

15:00 - Introductions & Networking

15.10 - Presentation & Discussion

16:00 - Close of event

SYNOPSIS

Machine learning keeps bringing improvements in many different areas of our life, from movie recommendations, to online shopping, to autonomous driving, to healthcare systems. However, deployment of machine learning in production and its maintenance over time is a demanding undertaking and it comes with unique challenges, which should be considered from the early stages of model design.

In this interactive talk Jelena will discuss some of these challenges, so as security of machine learning models in production, as one of the leading requirements to have in mind. She will also discuss her exciting career moves and how it created more opportunities and enabled traveling to great many places.

Cyber Security Early Career Professionals monthly webinar and networking series is an interactive webinar and networking series consist of career stories and presentations/workshops delivered by Cyber Security Early Career Professionals from around the world. The event is open for all.

SPEAKER BIOGRAPHY

Jelena currently works as a Data Scientist supporting digitalization in Digital Excellence team of Mondi Group. Previously, she was a researcher at the Institute of Telecommunications, TU Wien, where she worked on detection and prevention of cyber-attacks in network traffic using machine learning methods.

She obtained her PhD in 2017 from Faculty of Informatics, USI-Lugano, Switzerland, working on the topic of the runtime detection of malware for resource-constrained systems using efficient, machine-learning-based methods.

Our events are for adults aged 16 years and over.

For overseas delegates who wish to attend the event, please note that BCS does not issue invitation letters.

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Organiser BCS, The Chartered Institute for IT

Organiser of BCS-ISSG Early Career webinar: Challenges of Machine Learning in Production

We are all responsible for ensuring technology-led change is safe and positive for everyone in society. At BCS we’re committed to meeting this responsibility under royal charter.

That’s why we set the highest standards of professionalism and best practice in the industry, share knowledge, and develop skills and capability tuned to our evolving digital world.

We’ve been supporting the technology industry since 1957 and our 73,000-strong membership spans 150 countries. Every member actively promotes IT professionalism and we provide them with career development opportunities and bring the community together to address the professional, ethical and economic challenges facing technology today.

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