Dr. Rahee Walambe
Research and Teaching Faculty
Symbiosis Centre for Applied Artificial Intelligence (SCAAI)
location_on India
Member since 4 years
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Dr. Rahee Walambe
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Rahee is an experienced Robotics and AI researcher with a demonstrated ability of combining core research with cutting edge technology to create unique products. She is passionate about applications of Machine learning/Deep Learning for various domains including, multi-sensor data fusion for defence solutions, medical imaging applications, assistive technology and healthcare.Currently she is working on research and industrial projects in genomics for complex disease diagnosis, text processing for analysis of information and image processing for helathcare.
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Processing Sequential Data using RNNs
Dr. Rahee WalambeResearch and Teaching FacultySymbiosis Centre for Applied Artificial Intelligence (SCAAI)
Vishal GokhaleSr. ConsultantXnsioschedule 3 years ago
480 Mins
Workshop
Beginner
Data that forms the basis of many of our daily activities like speech, text, videos has sequential/temporal dependencies. Traditional deep learning models, being inadequate to model this connectivity needed to be made recurrent before they brought technologies such as voice assistants (Alexa, Siri) or video based speech translation (Google Translate) to a practically usable form by reducing the Word Error Rate (WER) significantly. RNNs solve this problem by adding internal memory. The capacities of traditional neural networks are bolstered with this addition and the results outperform the conventional ML techniques wherever the temporal dynamics are more important.
In this full-day immersive workshop, participants will develop an intuition for sequence models through hands-on learning along with the mathematical premise of RNNs. -
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