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on 30-Apr-2025 (Wed)

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Flashcard 7699095751948

Tags
#feature-engineering #lstm #recurrent-neural-networks #rnn
Question
At each [...], we submit relevant variables x, such as marketing actions (e.g., solicitations), customer behaviour (e.g., purchase occurrences), and seasonality indicators (e.g., month), in the form of a vector of dummy variables.
Answer
timestep

statusnot learnedmeasured difficulty37% [default]last interval [days]               
repetition number in this series0memorised on               scheduled repetition               
scheduled repetition interval               last repetition or drill

Parent (intermediate) annotation

Open it
At each timestep, we submit relevant variables x, such as marketing actions (e.g., solicitations), customer behaviour (e.g., purchase occurrences), and seasonality indicators (e.g., month), in the form

Original toplevel document (pdf)

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Flashcard 7699098635532

Tags
#ML-engineering #ML_in_Action #learning #machine #software-engineering
Question
Generally, these failures happen because the DS team is either inexperienced with solving a problem of the scale required (a technological or [...] failure) or hasn’t fully understood the desired outcome from the business (a communication- driven failure)
Answer
process-driven

statusnot learnedmeasured difficulty37% [default]last interval [days]               
repetition number in this series0memorised on               scheduled repetition               
scheduled repetition interval               last repetition or drill

Parent (intermediate) annotation

Open it
Generally, these failures happen because the DS team is either inexperienced with solving a problem of the scale required (a technological or process-driven failure) or hasn’t fully understood the desired outcome from the business (a communication- driven failure)

Original toplevel document (pdf)

cannot see any pdfs