This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before … Exploratory Data AnalysisRead more
Topic: Probability and Statistics
Statistical Inference and Hypothesis Testing in Data Science Applications
This course will focus on theory and implementation of hypothesis testing, especially as it relates to … Statistical Inference and Hypothesis Testing in Data Science ApplicationsRead more
Machine Learning: Regression
Case Study – Predicting Housing Prices In our first case study, predicting house prices, you will … Machine Learning: RegressionRead more
Statistics for Machine Learning for Investment Professionals
One of the biggest changes in the past decade is the rapid adoption of machine learning, … Statistics for Machine Learning for Investment ProfessionalsRead more
Modern Regression Analysis in R
This course will provide a set of foundational statistical modeling tools for data science. In particular, … Modern Regression Analysis in RRead more