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Salesforce

Enterprise GenAI. Reported topics are agents, precision/recall and AUC, plus a standard DSA round.

10 problems tagged for Salesforce.

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  • Plan → execute → synthesizeAgenticAIMedium
  • The ReAct loop with a max_steps guardLargeLanguageModelAgenticAIMedium
  • Vanishing gradients through sigmoid layersNeuralNetworksActivationFunctionsCalculusEasy
  • F1 score (binary classification)EvaluationMetricsEasy
  • Mutual informationProbabilityStatisticsMLSystemDesignMedium
  • Permutation Feature ImportanceMLSystemDesignEvaluationMetricsMedium
  • PR-AUC (Average Precision)EvaluationMetricsMedium
  • Precision metricEvaluationMetricsEasy
  • ROC-AUC from scratchEvaluationMetricsMedium
  • Vanishing or exploding? Classify the regimeRecurrentNeuralNetworkNeuralNetworksCalculusEasy