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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 [...]
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Average: 3 ( 3 votes )

Exploratory Data Analysis (Coursera)

This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models. Exploratory techniques are also important for eliminating or sharpening potential hypotheses about the world that can be addressed by [...]
9
Average: 9 ( 3 votes )

Statistical Inference (Coursera)

Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical modeling, data oriented strategies and explicit use of designs and randomization in analyses. Furthermore, there are broad theories (frequentists, Bayesian, likelihood, design based, …) and [...]
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Average: 4 ( 3 votes )

Matrix Methods (Coursera)

May 3rd 2021
Matrix Methods (Coursera)
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Mathematical Matrix Methods lie at the root of most methods of machine learning and data analysis of tabular data. Learn the basics of Matrix Methods, including matrix-matrix multiplication, solving linear equations, orthogonality, and best least squares approximation. Discover the Singular Value Decomposition that plays a fundamental [...]
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Introduction to Enumerative Combinatorics (Coursera)

Enumerative combinatorics deals with finite sets and their cardinalities. In other words, a typical problem of enumerative combinatorics is to find the number of ways a certain pattern can be formed. In the first part of our course we will be dealing with elementary combinatorial objects and notions: permutations, [...]
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Finanzas Personales: Aprende a Manejar tu Dinero (Miríada X)

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Finanzas Personales: Aprende a Manejar tu Dinero (Miríada X)
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Este curso proporcionará las herramientas necesarias para explorar las diversas facetas de las finanzas personales: La planificación financiera, el ahorro, el presupuesto personal y familiar, cómo manejar adecuadamente los créditos, uso correcto de la tarjeta de crédito y el ahorro previsional.
10
Average: 10 ( 3 votes )