194 results

Dealing With Missing Data in R

Make it easy to visualize, explore, and impute missing data with naniar, a tidyverse friendly approach to missing data.

4 hours Importing & Cleaning Data DataCamp Course

Object-Oriented Programming with S3 and R6 in R

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

4 hours Programming Richie Cotton Course

Analyzing Survey Data in R

Learn survey design using common design structures followed by visualizing and analyzing survey results.

4 hours Probability & Statistics Kelly McConville Course

Data Manipulation with data.table in R

Master core concepts about data manipulation such as filtering, selecting and calculating groupwise statistics using data.table.

4 hours Data Manipulation Matt Dowle Course

Generalized Linear Models in R

The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

4 hours Probability & Statistics Richard Erickson Course

Machine Learning with Tree-Based Models in R

Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.

4 hours Machine Learning Sandro Raabe Course

RNA-Seq with Bioconductor in R

Use RNA-Seq differential expression analysis to identify genes likely to be important for different diseases or conditions.

4 hours Other Mary Piper Course

Machine Learning in the Tidyverse

Leverage the tools in the tidyverse to generate, explore and evaluate machine learning models.

5 hours Machine Learning Dmitriy Gorenshteyn Course

Introduction to Bioconductor in R

Learn to use essential bioconductor packages using datasets from virus, fungus, human and plants!

4 hours Other Paula Martinez Course

Interactive Maps with leaflet in R

Learn how to produce interactive web maps with ease using leaflet.

4 hours Data Visualization Rich Majerus Course

Communicating with Data in the Tidyverse

Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.

4 hours Data Visualization Timo Grossenbacher Course

ARIMA Models in R

Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R.

4 hours Probability & Statistics David Stoffer Course

Building Dashboards with shinydashboard

In this course you'll learn to build dashboards using the shinydashboard package.

4 hours Reporting Lucy D’Agostino McGowan Course

Fundamentals of Bayesian Data Analysis in R

Learn what Bayesian data analysis is, how it works, and why it is a useful tool to have in your data science toolbox.

4 hours Probability & Statistics Rasmus Bååth Course

Introduction to Data in R

Learn the language of data, study types, sampling strategies, and experimental design.

4 hours Probability & Statistics Mine Cetinkaya-Rundel Course

Support Vector Machines in R

This course will introduce the support vector machine (SVM) using an intuitive, visual approach.

4 hours Machine Learning Kailash Awati Course

Credit Risk Modeling in R

Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

4 hours Applied Finance Lore Dirick Course

Linear Algebra for Data Science in R

This course is an introduction to linear algebra, one of the most important mathematical topics underpinning data science.

4 hours Probability & Statistics Eric Eager Course

Interactive Data Visualization with plotly in R

Learn to create interactive graphics entirely in R with plotly.

4 hours Data Visualization Adam Loy Course

Network Analysis in R

In this course you'll learn to analyze and visualize network data with the igraph package.

4 hours Probability & Statistics JAMES CURLEY Course

Introduction to Portfolio Analysis in R

Apply your finance and R skills to backtest, analyze, and optimize financial portfolios.

5 hours Applied Finance Kris Boudt Course

Modeling with tidymodels in R

Learn to streamline your machine learning workflows with tidymodels.

4 hours Machine Learning David Svancer Course

Case Studies: Building Web Applications with Shiny in R

Practice your Shiny skills while building some fun Shiny apps for real-life scenarios!

4 hours Reporting Dean Attali Course

Survival Analysis in R

Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!

4 hours Probability & Statistics Heidi Seibold Course

Quantitative Risk Management in R

Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.

5 hours Applied Finance Alexander J. McNeil Course

Case Studies: Manipulating Time Series Data in R

Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

4 hours Case Studies Lore Dirick Course

Spatial Statistics in R

Learn how to make sense of spatial data and deal with various classes of statistical problems associated with it.

4 hours Probability & Statistics Barry Rowlingson Course

Introduction to Natural Language Processing in R

Gain an overview of all the skills and tools needed to excel in Natural Language Processing in R.

4 hours Machine Learning Kasey Jones Course

Factor Analysis in R

Explore latent variables, such as personality using exploratory and confirmatory factor analyses.

4 hours Probability & Statistics Jennifer Brussow Course

Joining Data with data.table in R

This course will show you how to combine and merge datasets with data.table.

4 hours Data Manipulation Scott Ritchie Course

Building Dashboards with flexdashboard

In this course you'll learn how to create static and interactive dashboards using flexdashboard and shiny.

4 hours Reporting Elaine McVey Course

Spatial Analysis with sf and raster in R

Analyze spatial data using the sf and raster packages.

4 hours Probability & Statistics Zev Ross Course

Working with Web Data in R

Learn how to efficiently import data from the web into R.

4 hours Importing & Cleaning Data Charlotte Wickham Course

Experimental Design in R

In this course you'll learn about basic experimental design, a crucial part of any data analysis.

4 hours Probability & Statistics kaelen medeiros Course

Intermediate Portfolio Analysis in R

Advance you R finance skills to backtest, analyze, and optimize financial portfolios.

5 hours Applied Finance Ross Bennett Course

Importing and Managing Financial Data in R

Learn how to access financial data from local files as well as from internet sources.

5 hours Applied Finance Joshua Ulrich Course

Text Mining with Bag-of-Words in R

Learn the bag of words technique for text mining with R.

4 hours Machine Learning Ted Kwartler Course

Introduction to TensorFlow in R

Learn how to use TensorFlow, a state-of-the-art machine learning framework that specializes in the ability to develop deep learning neural networks.

4 hours Machine Learning Colleen Bobbie Course

Bond Valuation and Analysis in R

Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest rate changes.

4 hours Applied Finance Clifford Ang Course

Introduction to Statistical Modeling in R

This course is designed to get you up to speed with the most important and powerful methodologies in statistics.

4 hours Probability & Statistics Daniel Kaplan Course

Foundations of Functional Programming with purrr

Learn to easily summarize and manipulate lists using the purrr package.

4 hours Programming DataCamp Content Creator Course

Designing and Analyzing Clinical Trials in R

In this course you will gain an overview clinical trial designs, determine the numbers of patients needed and conduct statistical analyses.

4 hours Probability & Statistics Tamuno Alfred Course

Categorical Data in the Tidyverse

Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.

4 hours Data Manipulation Emily Robinson Course

Interactive Data Visualization with rbokeh

Learn rbokeh: a visualization library for interactive web-based plots.

4 hours Data Visualization Omayma Said Course

Visualizing Time Series Data in R

Learn how to visualize time series in R, then practice with a stock-picking case study.

4 hours Data Visualization Arnaud Amsellem Course

Structural Equation Modeling with lavaan in R

Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

4 hours Probability & Statistics Erin Buchanan Course

Developing R Packages

Create and share your own R Packages!

4 hours Programming Aimee Gott Course

Multivariate Probability Distributions in R

Learn to analyze, plot, and model multivariate data.

4 hours Probability & Statistics Surajit Ray Course

Introduction to Spark with sparklyr in R

Learn how to analyze huge datasets using Apache Spark and R using the sparklyr package.

4 hours Programming Richie Cotton Course

Nonlinear Modeling in R with GAMs

GAMs model relationships in data as nonlinear functions that are highly adaptable to different types of data science problems.

4 hours Probability & Statistics DataCamp Content Creator Course
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