Related Courses: Econometrics, Statistics, Linear Algebra, Game theory, Micro/Macro Theory
Industrial Organization, Health Econ, Labor Econ
Skills & Coursework:
Skills: SQL, Python (pandas, NumPy, matplotlib, seaborn, scikit-learn), Jupyter Notebooks R, STATA, Excel, Tableau
Statistical Techniques: hypothesis testing, A/B testing, T-test, Z-test
ML: Regression, Classification, Clustering
Database: MySQL, PostgreSQL
Coursework: Econometrics, Statistics, Linear Algebra, Game theory, Micro/Macro Theory
Industrial Organization, Health Econ, Labor Econ
Certificate
Udemy Complete Python Bootcamp From Zero to Hero
Udemy Complete SQL Bootcamp From Zero to Hero
Brain Station Online Data Science Bootcamp
Project
New York City Airbnb Open Data Analysis- XGBoost
Use data packages such as panda NumPy seaborn scikit-learn to perform data analysis and visualization and price prediction in Python, by applying the XGBoost ML model.
Online C2C Store Seller Data Analysis – Decision Tree
Collect data, clean data, visualize data, use decision tree, regression and other methods to analyze seller sales using R
The Effects of Economic Indicators on the Corruption Index – Regression
Collect data from 100+ countries, visualize data, analyze the relationship between econ indicators and corruption index using STATA