As more and more organizations have begun embracing data science to solve a wide spectrum of problems across their business, there is still a gap between the potential that data science holds and the actual outcome that organization sees while applying data science. In this talk, I will try to draw on my experience of having worked and built data science products over the last decade - from building the ranking algorithms of Google News, E-commerce search engine at Bloomreach and people search in context of careers, most recently at Belong. Will take up one problem, go over the steps to solve the problem - from modelling, choosing the algorithm, learning the algorithm, tuning and getting things to work.

Outline

Need to work on the whole talk. Have given somewhat similar talks in the past. But I will come up with totally new content/new flow and algorithm.

Requirements

Will be using Google slides

Speaker bio

Vinodh Kumar is one of the world’s top industry leaders when it comes to search, ranking and machine learning. After securing All India Rank #1 in GATE Computer Science 1999 and earning his Masters in Computer Science from Indian Institute of Science, Vinodh went on to lead the Google News team building its core ranking algorithms and the Google Music / Apps Marketplace teams at Google. Subsequently he was the CTO and Managing Director of Bloomreach where he built the e-commerce search engine platforms at Bloomreach. Now he is applying his strong technology and machine learning experience to something he is truly passionate about - helping people find where they belong in their careers as the CTO of Belong.co

Links

• Have given talks at Hasgeek in the past. https://www.youtube.com/watch?v=RpX5W5nULAo
• Similar talk at Yourstory: https://www.facebook.com/yourstorycom/videos/398400370923938/