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Insight 4: Manipulate the problem-model-data-metric equation
TLDR: In industrial data science the best solution is often reached by manipulating the problem, the metric or the data rather than the model. Get the article series as a
Insight 3: Deduction is preferable to induction
TLDR: Pragmatic engineers make conscious decisions about the trade-offs between desirable properties of data science projects. Get article series as a whitepaper In our third insight, “Deduction is preferable to
Insight 2: Engineering is the bottleneck
TLDR: Pragmatic engineers make conscious decisions about the trade-offs between desirable properties of data science projects. Get article series as a whitepaper In our second insight, “Engineering is the bottleneck,”
The Pragmatic Data Scientist
TLDR: Pragmatic engineers make conscious decisions about the trade-offs between desirable properties of data science projects. Get article series as a whitepaper In the first post, “Artificial Intelligence is a
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