Канал: Open Education Lab

The People, Power, and Pride of Public Health - Trailer

The People, Power, and Pride of Public Health - Trailer

Exploratory Data Analysis - Principles of Graphics

Exploratory Data Analysis - Principles of Graphics

Exploratory Data Analysis - Lattice System part 2

Exploratory Data Analysis - Lattice System part 2

Exploratory Data Analysis - Hierarchical Clustering part 1

Exploratory Data Analysis - Hierarchical Clustering part 1

Exploratory Data Analysis - Base Plotting part 2

Exploratory Data Analysis - Base Plotting part 2

Exploratory Data Analysis - R Colors Part 1

Exploratory Data Analysis - R Colors Part 1

Exploratory Data Analysis - ggplot2 part 2b

Exploratory Data Analysis - ggplot2 part 2b

Exploratory Data Analysis - R Colors Part 2

Exploratory Data Analysis - R Colors Part 2

Exploratory Data Analysis - R Colors Part 3

Exploratory Data Analysis - R Colors Part 3

Exploratory Data Analysis - Exploratory Graphs part 2

Exploratory Data Analysis - Exploratory Graphs part 2

Exploratory Data Analysis - Dimension Reduction part 2

Exploratory Data Analysis - Dimension Reduction part 2

Exploratory Data Analysis - ggplot2 part 1a

Exploratory Data Analysis - ggplot2 part 1a

Exploratory Data Analysis - ggplot2 part 2c

Exploratory Data Analysis - ggplot2 part 2c

Exploratory Data Analysis - Plotting Systems in R

Exploratory Data Analysis - Plotting Systems in R

Exploratory Data Analysis - Dimension Reduction part 1

Exploratory Data Analysis - Dimension Reduction part 1

Exploratory Data Analysis - Graphics Devices part 1

Exploratory Data Analysis - Graphics Devices part 1

Exploratory Data Analysis - ggplot2 part 1c

Exploratory Data Analysis - ggplot2 part 1c

Exploratory Data Analysis - Lattice System part 1

Exploratory Data Analysis - Lattice System part 1

Exploratory Data Analysis - K Means part 1

Exploratory Data Analysis - K Means part 1

Exploratory Data Analysis - ggplot2 part 1b

Exploratory Data Analysis - ggplot2 part 1b

Exploratory Data Analysis - Graphics Devices part 2

Exploratory Data Analysis - Graphics Devices part 2

Exploratory Data Analysis - Hierarchical Clustering part 3

Exploratory Data Analysis - Hierarchical Clustering part 3

Exploratory Data Analysis - Clustering Case Study

Exploratory Data Analysis - Clustering Case Study

Exploratory Data Analysis - Base Plotting part 1

Exploratory Data Analysis - Base Plotting part 1

Exploratory Data Analysis - Hierarchical Clustering part 2

Exploratory Data Analysis - Hierarchical Clustering part 2

Exploratory Data Analysis - Exploratory Graphs part 1

Exploratory Data Analysis - Exploratory Graphs part 1

Exploratory Data Analysis - Dimension Reduction part 3

Exploratory Data Analysis - Dimension Reduction part 3

Exploratory Data Analysis - Introduction ExData

Exploratory Data Analysis - Introduction ExData

Exploratory Data Analysis - ggplot2 part 2a

Exploratory Data Analysis - ggplot2 part 2a

Exploratory Data Analysis - R Colors Part 4

Exploratory Data Analysis - R Colors Part 4

Exploratory Data Analysis - K Means part 2

Exploratory Data Analysis - K Means part 2

Developing Data Products - shinyApps

Developing Data Products - shinyApps

Developing Data Products - shiny5

Developing Data Products - shiny5

Developing Data Products - shiny4

Developing Data Products - shiny4

Developing Data Products - slidify01

Developing Data Products - slidify01

Developing Data Products - slidify

Developing Data Products - slidify

Developing Data Products - slidify02

Developing Data Products - slidify02

Developing Data Products - slidify03

Developing Data Products - slidify03

Developing Data Products - slidify04

Developing Data Products - slidify04

Developing Data Products - slidify05

Developing Data Products - slidify05

Developing Data Products - shiny3

Developing Data Products - shiny3

Developing Data Products - shiny2 04

Developing Data Products - shiny2 04

Developing Data Products - rCharts03

Developing Data Products - rCharts03

Developing Data Products - shiny2

Developing Data Products - shiny2

Developing Data Products - shiny e V2

Developing Data Products - shiny e V2

Developing Data Products - rStudio Present3

Developing Data Products - rStudio Present3

Developing Data Products - shiny d V2

Developing Data Products - shiny d V2

Developing Data Products - shiny v2

Developing Data Products - shiny v2

Developing Data Products - shiny a v2

Developing Data Products - shiny a v2

Developing Data Products - rStudio Present2

Developing Data Products - rStudio Present2

Developing Data Products - Manipulate

Developing Data Products - Manipulate

Developing Data Products - rCharts02

Developing Data Products - rCharts02

Developing Data Products - rCharts

Developing Data Products - rCharts

Developing Data Products - shiny

Developing Data Products - shiny

Developing Data Products - shiny2 01

Developing Data Products - shiny2 01

Developing Data Products - rStudio Present

Developing Data Products - rStudio Present

Developing Data Products - shiny1

Developing Data Products - shiny1

Developing Data Products - rCharts01

Developing Data Products - rCharts01

Developing Data Products - shiny c v2

Developing Data Products - shiny c v2

Developing Data Products - shiny2 02

Developing Data Products - shiny2 02

Developing Data Products - shiny2 03

Developing Data Products - shiny2 03

Developing Data Products - rStudio Present1

Developing Data Products - rStudio Present1

Developing Data Products - shiny b V2

Developing Data Products - shiny b V2

Developing Data Products - plotly

Developing Data Products - plotly

Statistical Inference - Expecte Values for PDFs

Statistical Inference - Expecte Values for PDFs

Statistical Inference - Bootstrapping

Statistical Inference - Bootstrapping

Statistical Inference - Poisson

Statistical Inference - Poisson

Statistical Inference - Permutation Tests

Statistical Inference - Permutation Tests

Statistical Inference - Expected Values

Statistical Inference - Expected Values

Statistical Inference - Probability Density Functions

Statistical Inference - Probability Density Functions

Statistical Inference - Variance Simulation Examples

Statistical Inference - Variance Simulation Examples

Statistical Inference - T Confidence Intervals Example

Statistical Inference - T Confidence Intervals Example

Statistical Inference - P Value Further Examples

Statistical Inference - P Value Further Examples

Statistical Inference - Normal Distribution

Statistical Inference - Normal Distribution

Statistical Inference - Multiple Comparisons

Statistical Inference - Multiple Comparisons

Statistical Inference - Power

Statistical Inference - Power

Statistical Inference - Expected Values Simple Examples

Statistical Inference - Expected Values Simple Examples

Statistical Inference - Introduction to Probability

Statistical Inference - Introduction to Probability

Statistical Inference - Conditional Probability

Statistical Inference - Conditional Probability

Statistical Inference - Probability Mass Functions

Statistical Inference - Probability Mass Functions

Statistical Inference - Binomial Distribution

Statistical Inference - Binomial Distribution

Statistical Inference - T Test Power

Statistical Inference - T Test Power

Statistical Inference - Example of Choosing a Rejection Region

Statistical Inference - Example of Choosing a Rejection Region

Statistical Inference - Calculating Power

Statistical Inference - Calculating Power

Statistical Inference - Bayes' Rules

Statistical Inference - Bayes' Rules

Statistical Inference - T Tests

Statistical Inference - T Tests

Statistical Inference - A Note on Unequal Variance

Statistical Inference - A Note on Unequal Variance

Statistical Inference - Asymptotics and CLT

Statistical Inference - Asymptotics and CLT

Statistical Inference - Introduction

Statistical Inference - Introduction

Statistical Inference - Asymptotics and Confidence Intervals

Statistical Inference - Asymptotics and Confidence Intervals

Statistical Inference - T Confidence Intervals

Statistical Inference - T Confidence Intervals

Statistical Inference - Independant Group T Intervals

Statistical Inference - Independant Group T Intervals

Statistical Inference - Asymptotics and LLN

Statistical Inference - Asymptotics and LLN

Statistical Inference - Standard Error of the Mean

Statistical Inference - Standard Error of the Mean

Statistical Inference - Two Group Testing

Statistical Inference - Two Group Testing

Statistical Inference - Independence

Statistical Inference - Independence

Statistical Inference - Hypothesis Testing

Statistical Inference - Hypothesis Testing

Statistical Inference - P Values

Statistical Inference - P Values

Statistical Inference - Introduction to Variability

Statistical Inference - Introduction to Variability

Statistical Inference - Notes on the Bootstrap

Statistical Inference - Notes on the Bootstrap

Statistical Inference - Variance Data Example

Statistical Inference - Variance Data Example

Statistical Inference - Notes on Power

Statistical Inference - Notes on Power

Statistical Inference - Bootstrapping Example

Statistical Inference - Bootstrapping Example

Getting and Cleaning Data - dplyr Basic Functions

Getting and Cleaning Data - dplyr Basic Functions

Getting and Cleaning Data - dplyr Introduction

Getting and Cleaning Data - dplyr Introduction

Getting and Cleaning Data - Regular Expressions

Getting and Cleaning Data - Regular Expressions

Getting and Cleaning Data - Reading JSON

Getting and Cleaning Data - Reading JSON

Getting and Cleaning Data - Data Table

Getting and Cleaning Data - Data Table

Getting and Cleaning Data - Reading From The Web

Getting and Cleaning Data - Reading From The Web

Getting and Cleaning Data - Reading XML

Getting and Cleaning Data - Reading XML

Getting and Cleaning Data - Regular Expressions II

Getting and Cleaning Data - Regular Expressions II

Getting and Cleaning Data - Obtaining Data Motivation

Getting and Cleaning Data - Obtaining Data Motivation

Getting and Cleaning Data - Reading Local Files

Getting and Cleaning Data - Reading Local Files

Getting and Cleaning Data - Editing Text Variables

Getting and Cleaning Data - Editing Text Variables

Getting and Cleaning Data - Summarizing Data

Getting and Cleaning Data - Summarizing Data

Getting and Cleaning Data - Merging Data

Getting and Cleaning Data - Merging Data

Getting and Cleaning Data - Reading From Other Sources

Getting and Cleaning Data - Reading From Other Sources

Getting and Cleaning Data - Components Of Tidy Data

Getting and Cleaning Data - Components Of Tidy Data

Getting and Cleaning Data - Reading HDF5

Getting and Cleaning Data - Reading HDF5

Getting and Cleaning Data - Reading From APIs

Getting and Cleaning Data - Reading From APIs

Getting and Cleaning Data - Reading My SQL

Getting and Cleaning Data - Reading My SQL

Getting and Cleaning Data - Working With Dates

Getting and Cleaning Data - Working With Dates

Getting and Cleaning Data - Creating New Variables

Getting and Cleaning Data - Creating New Variables

Getting and Cleaning Data - Subsetting And Sorting

Getting and Cleaning Data - Subsetting And Sorting

Getting and Cleaning Data - Data Resources

Getting and Cleaning Data - Data Resources

Getting and Cleaning Data - Reading Excel Files

Getting and Cleaning Data - Reading Excel Files

Getting and Cleaning Data - Down Loading Files

Getting and Cleaning Data - Down Loading Files

Getting and Cleaning Data - Raw And Processed Data

Getting and Cleaning Data - Raw And Processed Data

Getting and Cleaning Data - Reshaping Data

Getting and Cleaning Data - Reshaping Data

Practical Machine Learning - Bagging

Practical Machine Learning - Bagging

Practical Machine Learning - Plotting Predictors

Practical Machine Learning - Plotting Predictors

Practical Machine Learning - What Data

Practical Machine Learning - What Data

Practical Machine Learning - Basic Preprocessing

Practical Machine Learning - Basic Preprocessing

Practical Machine Learning - Covariate Creation

Practical Machine Learning - Covariate Creation

Practical Machine Learning - Random Forests

Practical Machine Learning - Random Forests

Practical Machine Learning - Forecasting

Practical Machine Learning - Forecasting

Practical Machine Learning - In Out Sample Errors

Practical Machine Learning - In Out Sample Errors

Practical Machine Learning - Predicting With Regression MC

Practical Machine Learning - Predicting With Regression MC

Practical Machine Learning - Relative Importance

Practical Machine Learning - Relative Importance

Practical Machine Learning - Unsupervised Prediction

Practical Machine Learning - Unsupervised Prediction

Practical Machine Learning - What Is Prediction

Practical Machine Learning - What Is Prediction

Practical Machine Learning - Caret Package

Practical Machine Learning - Caret Package

Practical Machine Learning - Train Options

Practical Machine Learning - Train Options

Practical Machine Learning - Model Based Prediction

Practical Machine Learning - Model Based Prediction

Practical Machine Learning - Regularized Regression

Practical Machine Learning - Regularized Regression

Practical Machine Learning - Receiver Operating Characteristic

Practical Machine Learning - Receiver Operating Characteristic

Practical Machine Learning - Predicting With Regression

Practical Machine Learning - Predicting With Regression

Practical Machine Learning - Prediction Motivation

Practical Machine Learning - Prediction Motivation

Practical Machine Learning - Prediction Study Design

Practical Machine Learning - Prediction Study Design

Practical Machine Learning - Combining Predictors

Practical Machine Learning - Combining Predictors

Practical Machine Learning - Cross Validation

Practical Machine Learning - Cross Validation

Practical Machine Learning - Pre Processing PCA

Practical Machine Learning - Pre Processing PCA

Practical Machine Learning - Types Of Errors

Practical Machine Learning - Types Of Errors

Practical Machine Learning - Predicting With Trees

Practical Machine Learning - Predicting With Trees

Practical Machine Learning - Boosting

Practical Machine Learning - Boosting

Practical Machine Learning - Data Slicing

Practical Machine Learning - Data Slicing

Regression Models - Multivariable Regression Examples

Regression Models - Multivariable Regression Examples

Regression Models - Multivariable Regression Some Details

Regression Models - Multivariable Regression Some Details

Regression Models - Multivariable Regression

Regression Models - Multivariable Regression

Regression Models - Poisson regression

Regression Models - Poisson regression

Regression Models - Prediction

Regression Models - Prediction

Regression Models - Regression to the Mean

Regression Models - Regression to the Mean

Regression Models - Residuals and residual variation coding examples

Regression Models - Residuals and residual variation coding examples

Regression Models - Residuals Variation

Regression Models - Residuals Variation

Regression Models - Statistical Linear Regression Models

Regression Models - Statistical Linear Regression Models

Regression Models - Technical Details

Regression Models - Technical Details

Regression Models - Multivariable Regression Examples 3

Regression Models - Multivariable Regression Examples 3

Regression Models - Model Selection 2

Regression Models - Model Selection 2

Regression Models - Model Selection

Regression Models - Model Selection

Regression Models - Coding Example

Regression Models - Coding Example

Regression Models - Multivariable Regression Examples 2

Regression Models - Multivariable Regression Examples 2

Regression Models - Inference in regression

Regression Models - Inference in regression

Regression Models - Diagnostics 3

Regression Models - Diagnostics 3

Regression Models - Logistic regression 3

Regression Models - Logistic regression 3

Regression Models - Adjustment Examples

Regression Models - Adjustment Examples

Regression Models - Basics of least squares

Regression Models - Basics of least squares

Regression Models - Introductory Data Example

Regression Models - Introductory Data Example

Regression Models - Logistic regression 2

Regression Models - Logistic regression 2

Regression Models - Logistic regression

Regression Models - Logistic regression

Regression Models - Diagnostics

Regression Models - Diagnostics

Regression Models - Least squares for linear regression code example

Regression Models - Least squares for linear regression code example

Regression Models - Linear Regression for Prediction

Regression Models - Linear Regression for Prediction

Regression Models - Hodgepodge

Regression Models - Hodgepodge

Regression Models - Least squares for linear regression

Regression Models - Least squares for linear regression

Regression Models - Detailed Explanation of Multivariable Regression

Regression Models - Detailed Explanation of Multivariable Regression

Regression Models - Diagnostics 2

Regression Models - Diagnostics 2

Regression Models - Basic notation and background

Regression Models - Basic notation and background

Regression Models - Estimating the residual variance

Regression Models - Estimating the residual variance

Regression Models - Interpreting Linear Regression Coefficients

Regression Models - Interpreting Linear Regression Coefficients

Regression Models - Introduction

Regression Models - Introduction

Regression Models - Details of mathematics for least squares for linear regression

Regression Models - Details of mathematics for least squares for linear regression

Reproducible Research - Structure of a Data Analysis part 1

Reproducible Research - Structure of a Data Analysis part 1

Reproducible Research - Organizing a Data Analysis

Reproducible Research - Organizing a Data Analysis

Reproducible Research - Markdown

Reproducible Research - Markdown

Reproducible Research - knitr Part 2

Reproducible Research - knitr Part 2

Reproducible Research - Levels of Detail

Reproducible Research - Levels of Detail

Reproducible Research - Structure of a Data Analysis part 2

Reproducible Research - Structure of a Data Analysis part 2

Reproducible Research - RR Checklist part 1

Reproducible Research - RR Checklist part 1

Reproducible Research - knitr Part 1

Reproducible Research - knitr Part 1

Reproducible Research - RR part 1

Reproducible Research - RR part 1