Video Tutorials

• 1. First submission
• 2. First crawler
• 3. Historical data
• 4. Creating a data stream - See also The ten minute data science project shows stream creation from start to finish.
• 5. Modifying crawler predictions
• 6. Modifying crawler navigation

Conceptual / business focussed

• A first look at microprediction and how it gives rise to the “ten minute data science project”.
• What must a microprediction oracle do?
• Business uses of microprediction oracle include pretty much everything (unless “prediction” is in the name, ironically).
• Repeated value function prediction provides the link between microprediction and Control Theory and Reinforcement Learning, which is why microprediction is truly general.
• Why algorithms make excellent managers and by implication why humans are terrible. Copious theory means algorithms are well placed to orchestrate production of prediction. Humans need not occupy a blocking role.

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