Data Science fwdays'20 online conference

Conference is devoted to the Data Science
Program
Event is over
Data Science fwdays'20 online conference
Data Science fwdays'20 online conference
Event is over
done
Event is over

What will we focus on

  • Data Science and product

    Case studies, best practices on creating data driven products, integrating data science into existing solutions

  • Data Science technical workflow

    Setting up reproducible training, all the parts of setting up, managing data pipelines, monitoring, testing, etc

  • Data Science and performance optimizations

    Machine learning for specific use-cases

  • Trends

    Latest trends in transferring learning & practical advises on fine-tuning of huge models for specific use cases

Program

August 8
August 15
10:50
Opening
10 min
11:00
Building a state-of-the-art approach to Grammatical Error Correction
[ukr]
[NLP]
Kostiantyn Omelianchuk, Oleksandr Skurzhanskyi
Grammarly
Personal data de-identification for data science tasks
[eng]
[NLP /
General]
Halyna Oliinyk
1touch.io
11:50
Break & Session with Partner
20 min
12:10
Active learning and weak supervision in NLP projects
[eng]
[NLP]
Mariia Havrylovych
Wix
13:00
Break
15 min
14:05
Lunch
25 min
14:45
Zoom session with Partners
45 min
15:30
Towards fast and coherent long-form text generation
[eng]
[NLP]
Mohit Iyyer
UMass Amherst
Deep Learning approaches meet 3D data
[eng]
[CV]
Ivan Sahumbaiev
Ciklum
16:20
Break
20 min
16:40
Application of metric learning for logo recognition
[ukr]
[CV]
Yulia Honcharenko
YouScan
An Introduction to Transfer Learning and Hugging Face
[eng]
[NLP]
Thomas Wolf
Hugging Face Inc.
17:30
Break
10 min
Main Partner
Gold Partners
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