In this blog post, Eric Mannes discusses his experience with alternative data in trading, emphasizing the challenges of transforming messy external data into reliable datasets. Topics include the negative pricing of oil futures, the initial reliance on Excel for risk management, the complexities of defining a company, and the impact of improved machine learning models on data engineering.