18min chapter

The Gradient: Perspectives on AI cover image

Ben Wellington: ML for Finance and Storytelling through Data

The Gradient: Perspectives on AI

CHAPTER

From Academia to Finance: Navigating the Intersection of NLP and Statistics

The chapter follows the speaker's journey from academia to their role at 2Sigma, exploring the allure of diverse problems in the finance industry. They discuss the evolution of computational linguistics, the impact of Google's data-rich approach in language processing, and the surprising success of simple models with ample data. The speaker shares insights on applying data science in financial forecasting, emphasizing the creation of predictive features and the balance between human ingenuity and algorithm performance.

00:00

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