A journey of AI driven analytics insights engine

Jul 2019

22 Mon

23 Tue

24 Wed

25 Thu 09:15 AM – 05:45 PM IST

26 Fri 09:20 AM – 05:30 PM IST

27 Sat

28 Sun

Make a submission

Accepting submissions till 15 Jun 2019, 01:00 PM

NIMHANS Convention Centre, Bengaluru

Tickets

Pinned update

The Fifth Elephant Winter edition starts at 9:30 am; live stream for members This update is for participants only

##The eighth edition of The Fifth Elephant will be held in Bangalore on 25 and 26 July. A thousand data scientists, ML engineers, data engineers and analysts will gather at the NIMHANS Convention Centre in Bangalore to discuss:

Model management, including data cleaning, instrumentation and productionizing data science.
Bad data and case studies of failure in building data products.
Identifying and handling fraud + data security at scale
Applications of data science in agriculture, media and marketing, supply chain, geo-location, SaaS and e-commerce.
Feature engineering and ML platforms.
What it takes to create data-driven cultures in organizations of different scales.

##Highlights:

1. Meet Peter Wang, co-founder of Anaconda Inc, and learn about why data privacy is the first step towards robust data management; the journey of building Anaconda; and Anaconda in enterprise.
2. Talk to the Fulfillment and Supply Group (FSG) team from Flipkart, and learn about their work with platform engineering where ground truths are the source of data.
3. Attend tutorials on Deep Learning with RedisAI; TransmorgifyAI, Salesforce’s open source AutoML.
4. Discuss interesting problems to solve with data science in agriculture, SaaS perspective on multi-tenancy in Machine Learning (with the Freshworks team), bias in intent classification and recommendations.
5. Meet data science, data engineering and product teams from sponsoring companies to understand how they are handling data and leveraging intelligence from data to solve interesting problems.

##Why you should attend?

Network with peers and practitioners from the data ecosystem
Share approaches to solving expensive problems such as cleanliness of training data, model management and versioning data
Demo your ideas in the demo session
Join Birds of Feather (BOF) sessions to have productive discussions on focussed topics. Or, start your own Birds of Feather (BOF) session.

##Full schedule published here: https://hasgeek.com/fifthelephant/2019/schedule

##Contact details:
For more information about The Fifth Elephant, sponsorships, or any other information call +91-7676332020 or email info@hasgeek.com

#Sponsors:

Sponsorship Deck.
Email sales@hasgeek.com for bulk ticket purchases, and sponsoring 2019 edition of JSFoo:VueDay.

JSFoo:VueDay 2019 sponsors:

#Platinum Sponsor

#Community Sponsors

#Exhibition Sponsors

#Bronze Sponsor

#Community Sponsors

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The Fifth Elephant

The Fifth Elephant - known as one of the best data science and Machine Learning conference in Asia - has transitioned into a year-round forum for conversations about data and ML engineering; data science in production; data security and privacy practices. more

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A journey of AI driven analytics insights engine

Submitted Jun 14, 2019

Session type: Full talk of 40 mins

At Mindtickle, we deal with different persona interaction like managers, learners, admins and site owners. Given the complexity of the platform, it is difficult to keep track of the most critical activites admist of all ongoing activities. We want to build a machine assisted auto governed platform for leaders & admins to effectively run best enablement programs for their sales teams.

Outline

This talk includes:

Developing an infrastructure, which collects the raw data and understands its context and subjective nature.
Understanding features of data from a perspective of engagement and performance.
Designing a pipeline which finds the critical and meaningful insights from the data.
Designing a Natural Language Templating engine to drive data to text pipelines.
A plotting engine to visualise patterns and validate predictions.

Speaker bio

I am working as a senior research software development engineer in machine learning team at Mindtickle (a sales enablement and sales readiness platform), one of the most promising Indian SAAS startups. I work on scientific exploration, research, product innovation and core engineering. Prior to that I worked with Paytm in the platform team in travel market space. I have been working in the industry for past 3 years. Prior to that I pursued B.Tech. in Mathematics and Computing at IIT Guwahati. Furthermore, I have been an open-source contributor in linux foundation. I have been an undergrad researcher at Hanyang University and ISI Kolkata, India. I have researched on various AI related topics like probabilistic machine learning, Agent based modelling and cognitive psychology.