Data Science fwdays'20 online conference

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

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
20 min
12:10
Active learning and weak supervision in NLP projects
[eng]
[NLP]
Mariia Havrylovych
Wix
13:00
Break
15 min
13:15
BioNLP. Problems of current solutions. Solving current problems
[ru]
[NLP /
General]
Mykhailo Sokolov
Dex Technologies
Data Provenance and Reproducible ML Pipelines in Python
[eng]
[General]
Donald Whyte
Engineers Gate
14:05
Lunch
25 min
14:30
Zoom session with Partners
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 & Zoom session with Partners
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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