Search result for Probability and Statistics Online Courses & Certifications
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Regression Modeling in Practice
by Jen Rose , Lisa Dierker- 4.4
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Approx. 11 hours to complete
This course focuses on one of the most important tools in your data analysis arsenal: regression analysis. Using either SAS or Python, you will begin with linear regression and then learn how to adapt when two variables do not present a clear linear relationship. Introduction to Regression Lesson 1: Observational Data...
Advanced Linear Models for Data Science 2: Statistical Linear Models
by Brian Caffo, PhD- 4.6
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Approx. 6 hours to complete
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. - A basic understanding of statistics and regression models....
Enjoyable Econometrics
by Philip Hans Franses- 4.1
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Approx. 2 hours to complete
The goal of this MOOC is to show that econometric methods are often needed to answer questions. A question comes first, then data are to be collected, and then finally the model or method comes in. Depending on the data, however, it can happen that methods need to be adapted. Or, when data are missing, what then do we do?...
Managing, Describing, and Analyzing Data
by Wendy Martin- 4.4
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Approx. 17 hours to complete
In this course, you will learn the basics of understanding the data you have and why correctly classifying data is the first step to making correct decisions. You will describe data both graphically and numerically using descriptive statistics and R software. You will learn four probability distributions commonly used in the analysis of data....
Introduction to Predictive Modeling
by De Liu- 5
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Approx. 12 hours to complete
Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota’s Analytics for Decision Making specialization. This course will introduce to you the concepts, processes, and applications of predictive modeling, with a focus on linear regression and time series forecasting models and their practical use in Microsoft Excel....
Fundamentos de probabilidad y aplicaciones
by Mario Castillo , Astrid Bernal , Daniela Angulo- 4.8
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Approx. 16 hours to complete
Actualmente la probabilidad se ha convertido en una disciplina fundamental para científicos, ingenieros, economistas y administradores. La probabilidad es una poderosa herramienta, pero es, ante todo, una forma de pensar. El curso tiene como objetivo principal que los participantes adquieran una formación sólida en los conceptos más importantes de probabilidad, y sus aplicaciones....
Estatística não-paramétrica para a tomada de decisão
by Alexandre Leoneti- 4.4
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Approx. 13 hours to complete
Os testes estatísticos não-paramétricos são métodos que têm maior relevância nas ciências sociais aplicadas, pois permitem trabalhar com pequenas amostras ou amostras das quais não se tenha certeza de que sejam provenientes de população com distribuição normal, assumindo poucas hipóteses sobre a distribuição de probabilidade da população. SOBRE O CURSO Seja bem vindo...
Estadística aplicada a los negocios
by Magdalena Cornejo- 4.6
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Approx. 19 hours to complete
La toma de decisiones está en la esencia de los negocios. Gerenciar es tomar decisiones, muchas veces bajo presión, con información desordenada y en un contexto de incertidumbre. Un aspecto básico es entender y analizar la información, organizar los datos de forma de facilitar su posterior uso y la toma de decisiones....
Методология научных исследований и котики
by Савельев Владимир- 4.7
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Approx. 14 hours to complete
Курс “Методология научных исследований и котики” знакомит с основами исследовательской деятельности. В нем описан полный цикл проведения научных исследований - от постановки научной проблемы до публикации статьи. Вы узнаете, чем отличаются научные исследования от ненаучных и познакомитесь с базовыми типами исследований и основами статистической обработки данных. Курс позволит вам научиться: a....
Fundamentos de estadística aplicada
by Astrid Bernal , Mario Castillo , Daniela Angulo- 4.3
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Approx. 29 hours to complete
El curso está orientado a profesionales de diferentes campos, que estén interesados en adquirir conceptos fundamentales de estadística aplicada. El contenido del curso será particularmente útil para profesionales que estén interesados en adelantar estudios de postgrado en ingeniería, administración o economía, entre otras profesiones, y que requieran de una adecuada fundamentación en estadística....
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