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1. R Zoo Cheat Sheet 2020
2. R Zoo Cheat Sheet 2019
3. R Zoo Cheat Sheet
4. R Zoo Cheat Sheet Download

Big Data¶

Zoom Video Conferencing Cheat Sheet. Dow n l oa d t h e a pp t o a c om pu t e r: - On the Zoom website ( h ttps://zoom.us/ ) scroll to the very bottom of the webpage. In the “Downloads” column, click the “Meetings Client” link (outlined in red below). Under the “Zoom Client for.

Parallel Computing¶

• parallel. PDF.

sparklyr¶

• sparklyr. PDF.

1. R For Data Science Cheat Sheet: xts. EXtensible Time Series (xts) is a powerful package that provides an extensible time series class, enabling uniform handling of many R time series classes by extending zoo.
2. R For Data Science Cheat Sheet xts Learn R for data science Interactively at www.DataCamp.com xts DataCamp Learn R for Data Science Interactively eXtensible Time Series (xts) is a powerful package that provides an extensible time series class, enabling uniform handling of many R time series classes by extending zoo. Import From Files dat.
3. Dummies has always stood for taking on complex concepts and making them easy to understand. Dummies helps everyone be more knowledgeable and confident in applying what they know.

Data mining and modeling¶

• Data Mining. PDF only.
  • association rules, sequential patterns, classification & prediction, regression, clustering, outliers, time series, text mining, socila networks, graph mining, spatial data, statistics, graphics, data manipulation, data access, big data, parallel computing, reports, weka, editors, guis

data.table¶

• data.table Intro. PDF only (explanatory article).
• data.table. PDF.

dplyr¶

• Grammar of dplyr. PDF only (explanatory slides).
• dplyr. PDF.

R Zoo Cheat Sheet 2020

forcats¶

• forcats. PDF.

sjmisc¶

• sjmisc. PDF.

Import and Tidy up¶

• readr and tidyr. PDF.

Machine Learning¶

caret¶

• caret. PDF.

estimatr¶

• estimatr. PDF.

h2o¶

• h2o. PDF.

Keras¶

• Keras. PDF.

Machine Learning¶

• Machine Learning. PDF only.

  • Supervised Learning;
  • Unsupervised Learning;
  • Deep Learning;
  • Machine Learning Tips and Tricks;
  • Probabilities and Statistics;
  • Linear Algebra and Calculus.

• Big Data Machine Learning. PDF only.

  • linear regression, logistic regression, regularization (ridge, lasso), neural network, support vector machine, nayesian network and naïve bayes, k-nearest neighbors, decision tree, tree ensembles (bagging or random forest, boosting)

• Machine Learning Modelling in R. PDF.

mlr¶

• mlr. PDF.

Regressions¶

• Regressions. PDF only.
  • linear model, variable selection, diagnostics, graphics, tests, variable transformation, ridge, segmented, gls, glm, nls, gnls, loess, splines, robust, structural equation, simultaneous equation, pls, principal components, quantile, linear and nonlinear mixed effects, generalized additive, survival analysis, classification & regression trees, beta

Survival Analysis¶

• survminer. PDF only.
  • curve, ggplot2, cox model

NLP¶

quanteda¶

• quanteda. PDF.

Regex¶

• Basic Regular Expressions. PDF.

stringr¶

• stringr. PDF.

xplain¶

• xplain. PDF.

Probabilities and randomness¶

Probabilities¶

R Zoo Cheat Sheet 2019

• Probability Cheat Sheet. PDF only.

• Probabilities. PDF.

randomizr¶

• randomizr. PDF.

vtree¶

• vtree. PDF.

Programming¶

purrr¶

• purrr. PDF.

rlang¶

R Zoo Cheat Sheet

• rlang. PDF.

Python¶

reticulate¶

• reticulate. PDF.

Quandl¶

• Quandl. PDF.

Time Series¶

lubridate¶

• lubridate. PDF.

nardl¶

• nardl. PDF.

Time series¶

• Time Series. PDF only.
  • input, decomposition, tests, stochastic, graphics, miscellaneous

tsbox¶

• tsbox. PDF.

R Zoo Cheat Sheet Download

xts¶

• xts. PDF.

Tidyverse¶

• Tidyverse. PDF.

Syntax¶

• Syntax. PDF.