Learning Outcomes:
1. Understand the limitations of current mainstream financial accounting data as supplied in corporate financial reports
2. Understand the limitation of current mainstream financial data as supplied by established data vendors such as Bloomberg, Factset, or S&P
3. Possess a reasonable domain knowledge and technical understanding of the techniques such as text mining, pattern recognition or data scouting needed to source alternative data
4. Have the ability to assess the real value add (beyond the marketing buzz) that certain types of innovative alternative can provide to portfolio managers or investment strategy designers
5. Demonstrate the ability to develop an investment strategy based on alternative and innovative data
6. Have developed a reasonable capability to assess an alternative data based investment strategy with advanced financial data science measures