Vanishing Gradients cover image

Vanishing Gradients

Episode 20: Data Science: Past, Present, and Future

Oct 5, 2023
Chris Wiggins, Chief data scientist for the New York Times, and Matthew Jones, professor of history at Princeton University, discuss their book on the history of data and its impact on society. They explore topics such as the use of data for decision making, the development of statistical techniques, the influence of Francis Galton on eugenics, and the rise of data, compute, and algorithms in various fields.
01:26:39

Podcast summary created with Snipd AI

Quick takeaways

  • The history of data science is intertwined with gender bias, with the contributions of women often overlooked or forgotten.
  • Bayesian techniques, developed by Polish mathematicians and later embraced by Alan Turing, played a crucial role in code-breaking during World War II.

Deep dives

The Rise of Social Physics

Social physics emerged in the late 18th century as a way to apply the methods of celestial mechanics to understand society. It sought to quantify social phenomena and find objective truths about human behavior. However, it led to reductionist views and the simplification of complex human experiences. This approach influenced the development of mathematical statistics and shaped industrial practices driven by profit motives.

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode