Data Science Episodes

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Data Science

Reshama Shaikh discusses women in machine learning and data science, inclusivity and diversity more generally and how being intentional in what you do is essential.

Women in Data Science

https://www.datacamp.com/blog/reshama-shaikh-discusses-women-in-machine-learning-and-data-science

Marco Blume, Trading Director at Pinnacle Sports talks about the role of data science in large-scale bets and bookmaking, how Marco is training an army of data scientists and much more.

Data Science, Gambling and Bookmaking

https://www.datacamp.com/blog/marco-and-hugo-discuss-the-role-of-data-science-in-large-scale-bets-and-bookmaking

Hugo speaks with Gabriel Straub, the Head of Data Science and Architecture at the BBC, to discuss data science and machine learning at the BBC and much more!

Data Science at the BBC

https://www.datacamp.com/blog/gabriel-and-hugo-discuss-his-role-on-helping-to-make-the-bbc-more-data-informed

Brandeis discusses the biggest barriers to entry for people of color in data science, initiatives that currently exist and what we as a community can do to promote diversity.

Inclusivity and Data Science

https://www.datacamp.com/blog/brandeis-and-hugo-discuss-people-of-color-and-under-represented-groups-in-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

Cassie and Hugo discuss decision making and decision intelligence, which Cassie thinks of as data science plus plus, augmented with the social and managerial sciences.

Decision Intelligence and Data Science

https://www.datacamp.com/blog/cassie-kozyrkov-discusses-decision-making-and-decision-intelligence

Learn about data science, interactive computing, open source software, and Project Jupyter.

Project Jupyter and Interactive Computing

https://www.datacamp.com/blog/project-jupyter-and-interactive-computing-transcript

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