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Optimization for Decision Making
In this data-driven world, companies are often interested in knowing what is the "best" course of ac...
Model Diagnostics and Remedial Measures
This course is best suited for individuals who have a technical background in mathematics/statistics...
Measurement Systems Analysis
In this course, you will learn to analyze measurement systems for process stability and capability a...
Mathematical Biostatistics Boot Camp 2
Learn fundamental concepts in data analysis and statistical inference, focusing on one and two indep...
Mastering Data Analysis with Pandas: Learning Path Part 5
In this structured series of hands-on guided projects, we will master the fundamentals of data analy...
Mastering Data Analysis with Pandas: Learning Path Part 3
In this structured series of hands-on guided projects, we will master the fundamentals of data analy...
Managing, Describing, and Analyzing Data
In this course, you will learn the basics of understanding the data you have and why correctly class...
Machine Learning: Regression
Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will cr...
Linear Regression and Modeling
This course introduces simple and multiple linear regression models. These models allow you to asses...
Investment Risk Management
By the end of the project, you will learn how to quantify risk-to-reward using Treynor Ratio, and ca...
Introduction to the Tidyverse
This course introduces a powerful set of data science tools known as the Tidyverse. The Tidyverse ha...
Introduction to Statistics & Data Analysis in Public Health
Welcome to Introduction to Statistics & Data Analysis in Public Health! This course will teach you t...
Introduction to Predictive Modeling
Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota’s An...
Introducción a la ciencia de datos aplicada
Este curso es una primera inmersión en el mundo de la ciencia de datos, en el cual el estudiante com...
Information Theory
The lectures of this course are based on the first 11 chapters of Prof. Raymond Yeung’s textbook ent...