The Fifth Elephant 2020 edition
On data governance, engineering for data privacy and data science
The ninth edition of The Fifth Elephant will be held in Bangalore on 16 and 17 July 2020.
The Fifth Elephant brings together over one thousand data scientists, ML engineers, data engineers and analysts to discuss:
- Data governance
- Data privacy and engineering for privacy including engineering for Personal Data Protection (PDP) bill.
- Data cleaning, annotation, instrumentation and productionizing data science.
- Identifying and handling fraud + data security at scale
- Feature engineering and ML platforms.
- What it takes to create data-driven cultures in organizations of different scales.
**Event details:
Dates: 16-17 July 2020
Venue: NIMHANS Convention Centre, Dairy Circle, Bangalore
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, annotation, model management and versioning data.
- Demo your ideas in the demo sessions.
- Join Birds of Feather (BOF) sessions to have productive discussions on focussed topics. Or, start your own Birds of Feather (BOF) session.
Contact details:
For more information about The Fifth Elephant, call +91-7676332020 or email sales@hasgeek.com
Hosted by
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
AK
Alok Kumar
@kumaralok
Making the ART of data science to SCIENCE again
Submitted May 31, 2020
A successful data science project is not just about building powerful models, but the efficient execution of the entire project life-cycle. Unfortunately, the data science has been made like ART and ARTIST that uses hard to guess and unexplainable tricks. The purpose of this talk is to make the “art” “science” again.
Outline
In this talk, I will introduce a collection of powerful, open-source tools that helps build an effective data science pipeline. While all the code and examples will be in Python, most recommendations/ideas will be language-agnostic and hence can be applied to a range of software languages and concepts. I use these tools at my workplace and it has helped immensly in making the pipeline repeatable , reliable, accurate and fast.
By the end of the talk, you will have a good collection of tools for all the different project stages like - project organization, data import, data exploration, analysis, debugging, monitoring etc.
Speaker bio
Author, speaker and a creative technologist! I am Director of engineering and innovation, with extensive experience in leading strategic initiatives and driving cutting edge fast paced innovations to help build AI-first organisation. I am a full stack AI practitioner and a certified architect with demonstrated track record of architecting and engineering large-scale solutions ranging from products to platforms.
I have authored book on the topic and run local chapters of not for profit international organizations AI Saturdays and Creative morning in NCR.
Comments
Hosted by
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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