Linear Models

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Machine Learning Foundations for Product Managers (Coursera)

Dec 12th 2022
Machine Learning Foundations for Product Managers (Coursera)
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In this first course of the AI Product Management Specialization offered by Duke University's Pratt School of Engineering, you will build a foundational understanding of what machine learning is, how it works and when and why it is applied. To successfully manage an AI team or product and [...]
Dec 12th 2022
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32.00 EUR/month

Generalized Linear Models and Nonparametric Regression (Coursera)

In the final course of the statistical modeling for data science program, learners will study a broad set of more advanced statistical modeling tools. Such tools will include generalized linear models (GLMs), which will provide an introduction to classification (through logistic regression); nonparametric modeling, including kernel estimators, smoothing splines; [...]

Practical Machine Learning on H2O (Coursera)

Dec 12th 2022
Practical Machine Learning on H2O (Coursera)
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In this course, we will learn all the core techniques needed to make effective use of H2O. Even if you have no prior experience of machine learning, even if your math is weak, by the end of this course you will be able to make machine learning models using [...]

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 [...]

Econometria Básica Aplicada (Coursera)

Buscaremos introduzir aos alunos métodos de estimação de modelos lineares que relacionam variáveis econômicas. Espera-se que o aluno seja capaz de entender modelos simples e testar hipóteses sobre os modelos de interesse.

Quantifying Relationships with Regression Models (Coursera)

This course will introduce you to the linear regression model, which is a powerful tool that researchers can use to measure the relationship between multiple variables. We’ll begin by exploring the components of a bivariate regression model, which estimates the relationship between an independent and dependent variable. [...]

Model Thinking (Coursera)

We live in a complex world with diverse people, firms, and governments whose behaviors aggregate to produce novel, unexpected phenomena. We see political uprisings, market crashes, and a never ending array of social trends. How do we make sense of it? Models. Evidence shows that people who think with [...]

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; [...]

1.- El Cálculo - Modelo Lineal (Coursera)

Nov 28th 2022
1.- El Cálculo - Modelo Lineal (Coursera)
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Este curso forma parte de una secuencia con la que se propone un acercamiento a la Matemática Preuniversitaria que prepara para la Matemática Universitaria. En él se asocia un significado real con el contenido matemático que se aprende y se integran tecnologías digitales en el proceso de aprendizaje. [...]