In this engaging discussion, Matt Adereth, Managing Director at Two Sigma, and Scott Clark, CEO of SigOpt, dive into the complexities of model development in finance. They explore Two Sigma's innovative end-to-end modeling platform and the challenges of production. The conversation highlights how optimization and experimentation tools like SigOpt can transform machine learning processes. The speakers also discuss the motivation behind companies adopting automation, the significance of domain expertise, and the ongoing evolution of programming languages in data science.
