DevConf.IN '18 has ended
DevConf.in 2018 is the second free annual community conference sponsored by Red Hat for Developers, System admins, DevOps engineers, Testers, Documentation writers and other contributors to open source technologies. It is a platform for the local FOSS community participants to come together and engage in the knowledge sharing through technical talks, workshops, panel discussions, hackathons and such activities.

When: August 4-5, 2018

Venue: Christ University - Bengaluru, India

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Saturday, August 4 • 11:45am - 12:15pm
Machine Learning for value generation

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This is controversial but key to successfully adopt machine learning. Let us run away from solo focus on speech or image recognition. Let’s start focussing on cases where both cost and error of human involvement is very high.
In 2017, while working on building an image recognition system, we quickly understood that going from a top-5 classification error rate of 4% to 3% need a lot of input control measure. If those input control measures are removed the machines perform much worse than humans.
The big 5 AI giants have already identified these as research problem and are working on it. They have data, money, time and people. So for the majority of us, this is not what will drive adoption of ML products. To know more join me
Insights  on smart effort investment in ML

avatar for Shubhradeep Nandi

Shubhradeep Nandi

Shubhra heads the Digital(AI, AR, VR) division at MSys. A Data scientist by profession. Consulted as CDS at multiple early stage startups. Worked at IBM Watson. Founded a startup in 2011 and have exited in 2014.  Alumni of IIMB. Spoken at  MODS, IndiaHacks, TIE , OSI etc. to name... Read More →

Saturday August 4, 2018 11:45am - 12:15pm IST
Room 4 (Sky view, Central Block, 10th Floor)