Data Science Tools of Trade
- Data Science at PMI - The Tools of The Trade
Abstract: Data Science is not a one man show. It is a team effort that requires every team member to master the tools of the trade. This is extremely important for effectively putting data science to work in a global organization. In this talk we would like to share with you the best practices to start, develop and ship data science products developed inside PMI - the best practices and tools, currently in use by 30+ data scientists across four different location, where data science labs of PMI were established in 2017. If you're interested in how Python, Jupyter notebooks, Docker, AWS, Hadoop ecosystem, Artifactory, Jenkins, Atlassian suite, etc. are setup to support our collaborative work, devoted to building predictive models, this talk is for you.
About the presenter: Maciej is a Best Practices Ambassador and Data Scientist in Philip Morris International, passionate about Machine Learning and Big Data. In my free time I am a motorcyclist, a pilot and a sailer. This time I would like to present you The Tools of The Trade in Phillip Morris International.
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See you there!