Agile Data Science

•

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Estamos presenciando inovações tecnológicas que possibilitam utilizar ciência dos dados sem a necessidade de antecipar grandes investimentos. Este contexto facilita a adoção de práticas e valores ágeis que encorajam a antecipação de insights e aprendizado contínuo. Nesta palestra, iremos abordar temas como times multi-funcionais, práticas ágeis de engenharia de software e desenvolvimento iterativo, incremental e colaborativo no contexto de produtos e soluções de ciência dos dados.

Données & analyses

@dhianadeva
AGILE DATA SCIENCE
Agile Tour 2015 - Niterói

AGENDA
Goal:
Encourage you to be agile using data science on your project.
● About me
● Machine Learning
● Similarities
● Misconceptions
● Non-agile Stories
● Agile meets Data Science
● Brighter Days

ABOUT ME
Electronics Engineering, Software Development and Data
Science… Why not?

MACHINE LEARNING
It's all about learning!

OCCAM'S RAZOR
Among competing hypotheses, the
one with the fewest assumptions
should be selected.

NON-AGILE STORIES
Wish I knew Martin Fowler back then!

MISCONCEPTIONS
Agile is not for data science...

AGILE MEETS
DATA SCIENCE
Agile and data science: a match made in heaven!

EARLY INSIGHTS
https://www.thoughtworks.com/big-data-analytics

ACTIONABLE INSIGHTS
https://www.thoughtworks.com/big-data-analytics

VALUE DRIVEN
https://www.thoughtworks.com/live/2014/europe/different-approaches-to-agile-analytics-and-customer-engagement

DATA LAKE
http://martinfowler.com/bliki/DataLake.html

THANK YOU
Questions?
Dhiana Deva
ddeva@thoughtworks.com

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