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You’re interested in Deep Learning and Computer Vision but you’re not too sure how to get started?

Thanks to the advances in Artificial Intelligence and Deep Learning, the field has been able to surpass humans in some tasks related to detecting and recognizing objects. However, throughout the modelling journey, data scientists faced setbacks which exhaust their time and sometimes it rooted back to the source - the data.

So, for this round, we’ll take a break from the conventional AI talk and focus on the data perspective instead. In this session, Chia Wei, VP of Product Data Science at Skymind and Founder of CERTIFAI, will cover the fundamental techniques in AI modelling by looking at the data and how to prepare them to achieve the most optimal results.

BONUS: Get exclusive insights on how you can join Skymind’s team as a Deep Learning Engineer (with starting pay of RM 4,000!)

KEY TAKEAWAYS\n

Identify computer vision techniques to apply on different use cases
Understand different computer vision labelling techniques and when to apply it
Gain analytical skill in pre-processing data for AI modelling
Look out for caveats that might be faced in the AI modelling journey

WHO SHOULD ATTEND\n

If you are looking to implement Computer Vision in your work or business
If you are looking to start an AI-based business or company
If you are looking to switch your career and get involved in the field of AI and Deep Learning
If you are seeking to understand what AI and Deep Learning are all about as general knowledge

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Chia Wei Lim is the founder of CERTIFAI, where CERTIFAI aims to equip and certify AI practitioners to foster AI industry growth. She was a technical lead for Asia Region of Skymind. Chia Wei has been in the data science field for more than 6 years. She accelerates the delivery of business value through enabling AI models serving at scale, crossing use cases of different verticals. Apart from that, she delivers technical sharing across China, Indonesia, and Malaysia and is one of the people leading the effort in building up the AI community in Malaysia.

Chia Wei earned her Master’s degree from Hanyang University located in Korea, where she was also a teaching assistant in Image Processing and Numerical Analysis. She published three papers with the title of “A Real-Time Eye Gaze Correction Method based on Head Pose Estimation in a Calibrated Environment”, “Online Tree-Structured Trajectory Clustering with Anomaly Detection” and “Effective Trajectory Similarity Measure for Moving Objects in Real-world Scene” during her studies. She previously worked at Intel Penang, leading the innovative effort in showing potentials of deep learning and Internet of Things (IoT).

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