On this episode of Would You Data Scientist, Wendy is joined by guest Lukas Innig, Director of Data Science Practice for Central Europe at DataRobot. Find out about automated machine learning and listen to Wendy and Lukas discussing data science ethics. 

KEY TAKEAWAYS


-The work of a data scientist should be taking business problems and translating them into data problems, and vice versa. What happens in between, the data prep for example, can be automated, especially with the creation of more advanced tools.

-Machine learning models will replicate bias in the data. When creating your data sets you have to identify where possible bias may be and how you can either balance the bias or exclude it all together. 

-There may be an argument to re-visit old data sets and models to search for historic bias. 



BEST MOMENTS

‘If you study maths you can do everything, but also nothing specifically' 

‘I know I've worked hard to get where I am, but I never would have got here without luck'

‘If I was an evil billionaire, I'd have the money to make sure nobody knows about it'



EPISODE RESOURCES

https://www.linkedin.com/in/lukas-innig-b2b46056/

https://www.datarobot.com/



VALUABLE RESOURCES

linkedin.com/in/ethicalrecruiter

qwerkrecruitment.com

@qwerkrec on socials

ABOUT THE HOST

Wendy Gannon started Qwerk Recruitment in the middle of the Covid Pandemic to disrupt the recruitment sector with ETHICAL data recruitment and treat everyone with love, dignity and respect. Avid Music photographer of 15 years.

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