Regression Models

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Regression Models (Coursera)

Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This course covers regression analysis, least squares and inference using [...]
3
Average: 3 ( 3 votes )

Predictive Modeling and Machine Learning with MATLAB (Coursera)

Oct 18th 2021
Predictive Modeling and Machine Learning with MATLAB (Coursera)
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In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB and Data Processing and Feature Engineering with MATLAB to increase your ability to harness the power of MATLAB to analyze data relevant to the work you do. These skills are valuable for those [...]
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Oct 18th 2021
Course Auditing
41.00 EUR/month

Inferential and Predictive Statistics for Business (Coursera)

This course provides an analytical framework to help you evaluate key problems in a structured fashion and will equip you with tools to better manage the uncertainties that pervade and complicate business processes. The course aim to cover statistical ideas that apply to managers. We will consider two basic [...]
6
Average: 6 ( 4 votes )

Linear Regression and Modeling (Coursera)

This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? Can we predict the test [...]
3
Average: 3 ( 3 votes )

Experimentation for Improvement (Coursera)

We are always using experiments to improve our lives, our community, and our work. Are you doing it efficiently? Or are you (incorrectly) changing one thing at a time and hoping for the best? In this course, you will learn how to plan efficient experiments - testing with many [...]
6
Average: 6 ( 4 votes )

Modelización Cuantitativa para Finanzas Corporativas (Coursera)

Oct 4th 2021
Modelización Cuantitativa para Finanzas Corporativas (Coursera)
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Este es un curso de modelización cuantitativa pensado para su aplicación en el ámbito de finanzas corporativas. En este curso aprenderás cómo explotar de la mejor forma los datos que alimentan a los modelos financieros. En la "era de los datos", cada vez más las organizaciones cuentan con [...]
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Advanced Linear Models for Data Science 2: Statistical Linear Models (Coursera)

Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following: a basic understanding of linear algebra and multivariate calculus; [...]
9
Average: 9 ( 3 votes )

Measuring Causal Effects in the Social Sciences (Coursera)

Oct 4th 2021
Measuring Causal Effects in the Social Sciences (Coursera)
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How can we know if the differences in wages between men and women are caused by discrimination or differences in background characteristics? In this course we look at causal effects as opposed to spurious relationships. We will discuss how they can be identified in the social sciences using quantitative [...]
10
Average: 10 ( 3 votes )