Regression

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Regression using Scikit-Learn (Coursera)

Nov 4th 2021
Regression using Scikit-Learn (Coursera)
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This project is aimed at students and practitioners of Data Sciences for building Predictive Analytics models for research and commercial purposes. Machine Learning can be used to solve prediction problems for classification and regression. In this project, we discuss about using Machine Learning for building Regression Models. We will [...]
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Machine Learning Foundations for Product Managers (Coursera)

Nov 1st 2021
Machine Learning Foundations for Product Managers (Coursera)
Course Auditing
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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 [...]
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Nov 1st 2021
Course Auditing
32.00 EUR/month

Aprendizaje Automático con Python (Coursera)

Nov 1st 2021
Aprendizaje Automático con Python (Coursera)
Course Auditing
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Este curso se sumerge en los conceptos básicos del aprendizaje automático mediante un lenguaje de programación accesible y conocido, Python. En este curso, repasaremos dos componentes principales. Primero, aprenderá sobre el propósito del aprendizaje automático y dónde se aplica al mundo real.
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Aprendizado de máquina com Python (Coursera)

Este curso mergulha nos fundamentos básicos de aprendizado de máquina usando uma linguagem de programação acessível e bem conhecida, Python. Neste curso, revisaremos dois componentes principais: Primeiro, você aprenderá sobre o propósito do aprendizado de máquina e onde ele se aplica no mundo real. Segundo, você terá uma [...]
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Multilevel Modeling (Coursera)

Nov 1st 2021
Multilevel Modeling (Coursera)
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In this course, PhD candidates will get an introduction into the theory of multilevel modelling, focusing on two level multilevel models with a 'continuous' response variable. In addition, participants will learn how to run basic two-level model in R. The objective of this course is to get participants acquainted [...]
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Foundations of Sports Analytics: Data, Representation, and Models in Sports (Coursera)

This course provides an introduction to using Python to analyze team performance in sports. Learners will discover a variety of techniques that can be used to represent sports data and how to extract narratives based on these analytical techniques. The main focus of the introduction will be on the [...]
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Predictive Modeling with Logistic Regression using SAS (Coursera)

Nov 1st 2021
Predictive Modeling with Logistic Regression using SAS (Coursera)
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This course covers predictive modeling using SAS/STAT software with emphasis on the LOGISTIC procedure. This course also discusses selecting variables and interactions, recoding categorical variables based on the smooth weight of evidence, assessing models, treating missing values, and using efficiency techniques for massive data sets. You learn to use [...]
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Machine Learning with Python (Coursera)

This course dives into the basics of machine learning using an approachable, and well-known programming language, Python. In this course, we will be reviewing two main components: First, you will be learning about the purpose of Machine Learning and where it applies to the real world. Second, you will [...]
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Enjoyable Econometrics (Coursera)

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.
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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 [...]
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