Data Science > > Probability and Statistics

Optimization for Decision Making

In this data-driven world, companies are often interested in knowing what is the "best" course of ac...

University/Institute: University of Minnesota

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Model Diagnostics and Remedial Measures

This course is best suited for individuals who have a technical background in mathematics/statistics...

University/Institute: Illinois Tech

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Measurement Systems Analysis

In this course, you will learn to analyze measurement systems for process stability and capability a...

University/Institute: University of Colorado Boulder

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Mathematical Biostatistics Boot Camp 2

Learn fundamental concepts in data analysis and statistical inference, focusing on one and two indep...

University/Institute: Johns Hopkins University

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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...

University/Institute: Coursera Project Network

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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...

University/Institute: Coursera Project Network

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Managing, Describing, and Analyzing Data

In this course, you will learn the basics of understanding the data you have and why correctly class...

University/Institute: University of Colorado Boulder

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Machine Learning: Regression

Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will cr...

University/Institute: University of Washington

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Linear Regression and Modeling

This course introduces simple and multiple linear regression models. These models allow you to asses...

University/Institute: Duke University

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Investment Risk Management

By the end of the project, you will learn how to quantify risk-to-reward using Treynor Ratio, and ca...

University/Institute: Coursera Project Network

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Introduction to the Tidyverse

This course introduces a powerful set of data science tools known as the Tidyverse. The Tidyverse ha...

University/Institute: Johns Hopkins University

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Introduction to Statistics & Data Analysis in Public Health

Welcome to Introduction to Statistics & Data Analysis in Public Health! This course will teach you t...

University/Institute: Imperial College London

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Introduction to Predictive Modeling

Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota’s An...

University/Institute: University of Minnesota

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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...

University/Institute: Universidad de los Andes

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Information Theory

The lectures of this course are based on the first 11 chapters of Prof. Raymond Yeung’s textbook ent...

University/Institute: The Chinese University of Hong Kong

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