Introduction to Applied Data Science

By Bas Machielsen in Course

October 16, 2024

Lecture 1 Lecture 2 Lecture 3 Lecture 4 Lecture 5 Lecture 6 Lecture 7 Lecture 8

Introduction

The link above contains the lecture slides for three sessions on the theme “Historical Persistence” for the Applied Economics Research Course, a 3rd year BSc-level course. The lectures are as follows:

  • Lecture 1: Introduction to Data Science & R
  • Lecture 2: Introduction to Programming
  • Lecture 3: Getting Data, API & Databases
  • Lecture 4: Getting Data, Web Scraping
  • Lecture 5: Transforming and Cleaning Data
  • Lecture 6: Spatial and Network Data
  • Lecture 7: Text Data & Text Mining
  • Lecture 8: Applied Data Science Project