What you will learn:

• Removing bias from data to increase revenue production accuracy

• Maximizing panel constituent counts with non-linear imputation

• Refined techniques to combine heterogeneous datasets

• Showcase and validate alt. data for various investment themes

• Valuate alt. data using established alpha estimation techniques

What to expect after taking the course:

• Proficiency in importing, transforming, and pre-processing large alternative datasets to be used within an institutional investment framework

• Ability to clean, aggregate and utilize unstructured, raw alt. datasets

• Deep understanding of pitfalls and advantages of alt. data in the correct opaque vendor ecosystem.