The document outlines the background of Dewan Fayzur, a data scientist at Devscope, and provides insights into various aspects of data research and automation in machine learning. It mentions tools and platforms like H2O AutoML, DataRobot, and provides links to resources related to automated machine learning. Additionally, it touches on the concept of being a 'jack of all trades' in the field of data science.

1. Data Research @ DevScope
Dewan Fayzur, Data Scientist @ DevScope
DSPT #27, 20180417

2. Data R&D @ DevScope
#PowerBI #SQLServer #Web
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#MachineLearning #AutoML
#R #Linux #Dataiku #Docker
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also very often a #DataSkeptic 
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“jack of all trades (and master of none)“
1. a person who can do many different types
of work but who is not (necessarily…) very
competent at any of them…

3. No templates used

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6. Tiny AutoML Research Tip…

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10. A few shades of AutoML…

11. Machine Learning
GUIs - Productivity

21. Model/Pipeline Selection,
Hyper-Parameter Tuning

22. H2O AutoML

23. H2O AutoML

24. • H2O AutoML
H2O Flow UI

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Tpot

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Tpot

31. Commercial AutoML
Kaggle “Grandmasters”

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H2O Driverless AI

36. DataRobot

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49. • https://automl.info/
• http://www.ml4aad.org/
• https://competitions.codalab.org/competitions/17767
• https://sites.google.com/site/automl2017icml/
• www.openml.org

51. rui.quintino@devscope.net

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