A Sneak Peek into the World of DEEP LEARNING through a Real 0to1 Product Journey

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Abstract:

So you have heard all the hype around how Machine Learning is going to change the world. You are wondering what does it take to build a machine learning product start to finish in a real-world setting?

In this session, you will walk away with a high-level view into a real 0 - 1 product journey. The journey involves deep learning based ML product where we delivered value in record speed in-spite of not having a dataset when we started. You will see a real team in action and also learn what kind of challenges real product teams come across. You will get a sneak peek into how ML pipelines are built and ML services are architected within existing product lines. (You do not need to know deep data science or machine learning for this talk.)

Agenda:

6:00 pm - 6:20 pm Arrival and mingling
6:20 pm - 6:30 pm Opening words by Murat Baday, CEO of Magnimind Academy, the Meetup sponsors.
6:30 pm - 7:20 pm Madhura Dudhgaonkar, A Sneak Peek into the World of DEEP LEARNING through a Real 0to1 Product Journey
7:20 pm - 7:30 pm Q&A

About Madhura Dudhgaonkar:

Madhura Dudhgaonkar is a Machine Learning leader at Workday passionate about modernizing the future of work in a responsible and ethical manner. She is part of the Workday ML organization, a pioneer in the Enterprise Machine Learning space, and has spent 5+ years building ML products leveraging Vision, Natural Language Processing, Recommendations, Anomaly Detection and more. Madhura’s career journey goes from being a hands-on engineer to leading large organizations across SUN Microsystems, Adobe and now Workday. Her background covers building consumer and enterprise products - latest of them involving multiple 0 to 1 product journeys leveraging Machine Learning. She is considered a thought leader in building ML products and is frequently invited to speak at AI conferences.