Назад в каталог
Курс от University of Pennsylvania
courseraАнализ данных
Machine Learning Essentials
Курс от University of PennsylvaniaО курсе
Use statistical learning techniques like linear regression and classification to solve common machine learning problems. Complete short coding assignments in Python.
Навыки, которые вы освоите
Regression AnalysisLogistic RegressionStatistical Machine LearningClassification AlgorithmsProbability & StatisticsStatistical Hypothesis TestingPython ProgrammingPredictive ModelingBayesian StatisticsStatistical AnalysisDimensionality ReductionMachine LearningMachine Learning MethodsApplied Machine LearningStatistical ModelingModel OptimizationStatistical MethodsModel EvaluationFeature EngineeringSupervised Learning
Программа курса
4 модулей · 47 учебных материалов
01Week 1: Statistical Learning13 материалов
Welcome to Machine Learning Essentials
Introduction to Machine Learning EssentialsВидеоMachine Learning Essentials Overview
Week 1 IntroductionВидеоLesson 1: Introduction to Statistical Learning
Intro to Statistical LearningВидеоRegression FunctionВидеоУчитесь у экспертов
Chris Callison-Burch
Associate Professor
Victor Preciado
Associate Professor and Graduate Chair