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Data Science

Cathy and Hugo discuss the current lack of fairness in artificial intelligence, how societal biases are perpetuated by algorithms and how both transparency and auditability of algorithms will be necessary for a fairer future.

Weapons of Math Destruction

https://www.datacamp.com/blog/cathy-oneil-discusses-the-current-lack-of-fairness-in-artificial-intelligence-and-much-more

Wes McKinney talks about data science tool building, what it took to get pandas off the ground and how he approaches building human interfaces to data to make individuals more productive.

Data Science Tool Building

https://www.datacamp.com/blog/wes-mckinney-discusses-data-science-tool-building

Angela Bassa, the Director of Data Science at iRobot, talks about managing data science teams and much more.

Managing Data Science Teams

https://www.datacamp.com/blog/angela-bassa-discusses-managing-data-science-teams-and-much-more

Peter Bull, a data scientist for social good and co-founder of Driven Data, talks about the importance of human-centered design in data science.

Human-centered Design in Data Science

https://www.datacamp.com/blog/peter-bull-discusses-the-importance-of-human-centered-design-in-data-science

Arnaub Chatterjee, a Senior Expert and Associate Partner in the Pharmaceutical and Medical Products group at McKinsey &amp; Company, discusses cutting through the hype about artificial intelligence (AI) and machine learning (ML) in healthcare.

AI in Healthcare, an Insider's Account

https://www.datacamp.com/blog/arnaub-chatterjee-discusses-artificial-intelligence-ai-and-machine-learning-ml-in-healthcare

Andrew Gelman speaks with Hugo about statistics, data science, polling, and election forecasting.

Election Forecasting and Polling

https://www.datacamp.com/blog/andrew-gelman-discusses-election-forecasting-and-polling-transcript

Hugo speaks with Vicki Boykis about what full-stack end-to-end data science actually is and how it works in a consulting setting across various industries.

Full Stack Data Science

https://www.datacamp.com/blog/full-stack-data-science-transcript

What are the biggest challenges in insurance and reinsurance that data science can impact?

Data Science and Insurance

https://www.datacamp.com/blog/data-science-and-insurance-transcript

The financial world has been irrecoverably changed by the advent of data science. Find out how.

Data Science in Finance

https://www.datacamp.com/blog/data-science-in-finance-transcript

Hugo speaks with Derek Johnson, an epidemiologist with Doctors without Borders. Derek leverages statistical methods, experimental design and data scientific techniques to investigate the barriers impeding people from accessing health care.

Data Science at Doctors without Borders

https://www.datacamp.com/blog/data-science-at-doctors-without-borders-transcript

What is the current state-of-the-art in chatbots &amp; conversational software? Where is the field heading?

Chatbots, Conversational Software & Data Science 

https://www.datacamp.com/blog/chatbots-conversational-software-and-data-science-transcript

What are the biggest challenges currently facing data security and privacy? What does the GDPR mean for civilians, working data scientists and businesses around the world? Is data anonymization actually possible or a pipe dream?

Data Security, Data Privacy and the GDPR

https://www.datacamp.com/blog/data-security-data-privacy-and-gdpr-transcript