Data Science > > Probability and Statistics

Mastering Data Analysis with Pandas: Learning Path Part 3

In this structured series of hands-on guided projects, we will master the fundamentals of data analy...

University/Institute: Coursera Project Network

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Managing, Describing, and Analyzing Data

In this course, you will learn the basics of understanding the data you have and why correctly class...

University/Institute: University of Colorado Boulder

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Machine Learning: Regression

Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will cr...

University/Institute: University of Washington

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Linear Regression and Modeling

This course introduces simple and multiple linear regression models. These models allow you to asses...

University/Institute: Duke University

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Investment Risk Management

By the end of the project, you will learn how to quantify risk-to-reward using Treynor Ratio, and ca...

University/Institute: Coursera Project Network

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Introduction to the Tidyverse

This course introduces a powerful set of data science tools known as the Tidyverse. The Tidyverse ha...

University/Institute: Johns Hopkins University

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Introduction to Statistics & Data Analysis in Public Health

Welcome to Introduction to Statistics & Data Analysis in Public Health! This course will teach you t...

University/Institute: Imperial College London

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Introduction to Predictive Modeling

Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota’s An...

University/Institute: University of Minnesota

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Introducción a la ciencia de datos aplicada

Este curso es una primera inmersión en el mundo de la ciencia de datos, en el cual el estudiante com...

University/Institute: Universidad de los Andes

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Information Theory

The lectures of this course are based on the first 11 chapters of Prof. Raymond Yeung’s textbook ent...

University/Institute: The Chinese University of Hong Kong

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Inferenzstatistik

This course covers commonly used statistical inference methods for numerical and categorical data. Y...

University/Institute: Duke University

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Inferential Statistics

Inferential statistics are concerned with making inferences based on relations found in the sample,...

University/Institute: University of Amsterdam

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Inferential Statistics

This course covers commonly used statistical inference methods for numerical and categorical data. Y...

University/Institute: Duke University

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Improving your statistical inferences

This course aims to help you to draw better statistical inferences from empirical research. First, w...

University/Institute: Eindhoven University of Technology

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Hypothesis Testing in Public Health

Biostatistics is an essential skill for every public health researcher because it provides a set of...

University/Institute: Johns Hopkins University

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Fundamentos de probabilidad y aplicaciones

Actualmente la probabilidad se ha convertido en una disciplina fundamental para científicos, ingenie...

University/Institute: Universidad de los Andes

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Forecasting US Presidential Elections with Mixed Models

In this project-based course, you will learn how to forecast US Presidential Elections. We will use...

University/Institute: Coursera Project Network

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Ferramentas para Ciência de Dados: Introdução ao R

Nossas boas-vindas ao Curso Ferramentas para Ciência de Dados: Introdução ao R. Neste curso, você ap...

University/Institute: Fundação Instituto de Administração

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Exploring NCAA Data with BigQuery

This is a self-paced lab that takes place in the Google Cloud console. Use BigQuery to explore the N...

University/Institute: Google Cloud

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Exploratory Data Analysis

This course covers the essential exploratory techniques for summarizing data. These techniques are t...

University/Institute: Johns Hopkins University

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