Data Science And Machine Learning For Economics – Molise

Argomenti del programma: · Part One (3 ECTS credits): Foundations of Data Science and Machine Learning · Big Data and Data Science in Economics · Prediction versus causal inference · Supervised and unsupervised learning · Training, validation and test datasets · Model evaluation and predictive accuracy · Bias-variance trade-off · Cross-validation and resampling methods · Performance measures for regression and classification problems · Part…