Summary
I enjoyed learning about Angshuman’s impressive achievements and how he’s seen the field evolve, including the shift from traditional/statistical modeling to machine learning.
It was refreshing to hear him speak about the importance of understanding what is realistically possible for an organisation, and that ML isn’t always the best option, as sometimes traditional approaches, or rules-based models, are faster, cheaper, or simply the only option.One aspect that Angshuman raised that resonates with me is the importance of data literacy, not only at the enterprise level but also, more importantly, at the senior leadership level. Lack of data literacy among senior executives and mid-management remains a challenge for many organizations.
Another important point that he raised is the importance of domain knowledge – without it, it can be very difficult to create value for a business. He also stated the importance of culture in an organization and...