Quantitative Methods In The Social Sciences · Columbia University
Great introduction to modern data structures and the methodologies of data science
research principles and methods for the social sciences
This was my first introduction to Python and I feel like I have a much better idea of how to work in Python!
how to draw causal inference DAG statistical models
Learnt more about data structures like NumPY and and Pandas, SQL, intro to webscraping / APIs.
Technical terms in doing sociology research; how to perform quantitative approach of independent variables in research
Data wrangling, text cleaning, SQL, web scraping, APIs, cloud computing basics
Learnt about causal inference, the different types of relations between variables and how to understand them from a theoretical perspective
Check syllabus, best course to learn all introduction stuffs that you will use in data processing.
Quant Theory contains a lot of information. I wouldn't say it is the most interesting topics but definitely Nick makes it eaiser to learn. He is so enthusiatic about this subjects. However, presentation are graded harshly.