Назад в каталог
Курс от University of Colorado Boulder
courseraАнализ данных
Supervised Text Classification for Marketing Analytics
Курс от University of Colorado BoulderО курсе
Build reliable supervised classifiers from marketing text and defensible human labels. Learners create coding rules, reconcile coders into gold-standard labels, transform text into predictive features, train a regularized elastic-net model, separate training from validation evidence, and use errors and learning curves to judge model quality and the value of collecting more labeled data.
Навыки, которые вы освоите
Supervised LearningPython ProgrammingScikit Learn (Machine Learning Library)TensorflowModel EvaluationData-Driven MarketingStatistical Machine LearningMarketing AnalyticsText MiningDeep LearningFeature EngineeringPredictive ModelingMachine Learning AlgorithmsMachine LearningEmbeddingsModel TrainingTransfer LearningData PreprocessingApplied Machine LearningData Manipulation
Программа курса
4 модулей · 27 учебных материалов
01The Supervised Machine Learning Workflow12 материалов
Учитесь у экспертов
Chris J. Vargo
Associate Professor
Scott Bradley
Senior Engineer