#R | Korea & Japan Car Sale in USA 1: Line Graph & Scatter Plot | #ggplot2 #linegraph #scatterplot

#R | Korea & Japan Car Sale in USA 2: ggANIMATE your ggPLOT | #ggplot2 #gganimate #animatedgraph

#R | Logistic Regression in R | #RStudio #logistic #logisticregression #machinelearning #tidyverse

#R | Stratified Sampling in R | #RStudio #StratifiedSampling #SimpleRandomSampling #tidyverse

#R | “tic toc” Measuring Elapsed Time to execute ANYTHING in R | #RStudio #tidyverse #Rpackage

#R | Use janitor::clean_names() to re-name columns | #Rstudio #DataCleaning #RenameColumn #tidyverse

#R | Decision Trees 1 | #RStudio #datascience #machinelearning #decisiontrees #ai #tidyverse

#R | Decision Trees 2 | #RStudio #datascience #machinelearning #decisiontree #treepruning #tidyverse

#R | Decision Trees 3 | #RStudio #bagging #randomforest #machinelearning #decisiontrees #tidyverse

#R | Decision Trees 4 | #RStudio #boosting #machinelearning #decisiontrees #tidyverse #머신러닝 #의사결정

#R | String Manipulation using stringr package | #RStudio #datascience #stringr #tidyverse

#R | Correlation Matrix 🤔 using various Packages … and listening to Ghibli Medley | #RStudio

#R | Histogram 📊 … and listen to Memories by Maroon 5 | #RStudio #tidyverse #Memories #Maroon5

#R | Caret Package 1: Automated Parameter Tuning | #RStudio #caret #parameterTuning #tidyverse

#R | Caret Package 2: Customized Parameter Tuning | #RStudio #caret #parameterTuning #tidyverse

#R | Linear Regression in R | #Rstudio #LinearRegression #LinearModel #MachineLearning

#R | Single Layer Neural Network in R | #Rstudio #NeuralNetwork #DeepLearning #MachineLearning

#R | coronavirus package in R | #Rstudio #Rpackage #tidyverse #covid19 #StayHealthy

#R | skimr::skim() for quick EDA | #Rstudio #Rpackage #tidyverse #EDA #DataAnalysis

#R | k-Prototypes Clustering | #Rstudio #tidyverse #Clustering #UnsupervisedLearning #클러스터링

#R | k-Prototypes Clustering 2 | #Rstudio #tidyverse #ElbowMethod #Clustering #UnsupervisedLearning

#R | apply() Family 👨‍👩‍👧‍👧 Functions in R | #Rstudio #tidyverse #Rtutorial #ApplyFamily

#R | Convolutional Neural Network | #ConvNet #CIFAR #NeuralNetwork #DeepLearning #MachineLearning

#R | MultiLayer Neural Network | #tidyverse #MNIST #NeuralNetwork #DeepLearning #MachineLearning

#R | 6 types of JOIN | #tidyverse #DataAnalysis #r4ds #Joins #KeyValue #RelationalData

#R | "Industry-level" ResNet-50 classifies 🐦 ⌨️ 🎹 | #ResNet #ImageNet #ConvNet #NeuralNetwork

#R | ViewPipeSteps Package! + Addins to RSTUDIO | #PipeOperator #RPackage #RStudio #Tidyverse

#R | vroom Package! 🏎💨 Reading 1.23 GB/sec !! | #DataReader #rData #Tidyverse #RPackage

#R | YOLO Object Detection | #YOLO #ObjectDetection #Darknet #NeuralNetwork #ComputerVision

#R | Tesseract OCR Engine | #OCR #Tesseract #TextExtraction #ImageToText #ComputerVision

#R | For & While Loops 🔁 | #1Ksubscribe #ForLoop #WhileLoop

#R | source() to RE-USE work in other scripts | #Reusability #Rscript #CleanCode

#R | Gaussian Integral, extremely well-known in Stat/Math | #GaussianIntegral #Statistics #LaTeX

#R | Run R on Terminal | #Terminal #RConsole #RTerminal #EfficientWork

#R | Complex and Imaginary Numbers in R | #ComplexNumbers #ImaginaryNumber #Mathematics

#R | Euler's Identity ...most beautiful theorem in Mathematics | #EulersIdentity #EulersNumber

[Private video]

#R | ggside package ...UPGRADE Visualization | #ggside #DataVisualization #RPackage

#R | Tidymodels Random Forest | #tidymodels #RandomForest #MachineLearninginR #tidyverse

#R | Tidymodels Cross Validation | #tidymodels #CrossValidation #Resampling #MachineLearningInR

#R | Tidymodels TUNING | #HyperParameterTuning #DecisionTree #tidymodels #MachineLearningInR

#R | QR Code in R | #QRCode #RPackage #DensoWave #QuickResponseCode

#R | Code Folding HTML Knit 🧶 R Markdown (.Rmd) | #CodeFolding #RMarkdown #Rscript

#R | Tabsets to organize content of HTML Knit 🧶 R Markdown (.Rmd) | #tabset #RMarkdown #RStudio

#R | Code Download from HTML Knit output 🧶 RMarkdown (.Rmd) file | #CodeDownload #RMarkdown #RStudio

#R | Intro to R Shiny ✨ Apps | #RShiny #RStudio #WebApp #RPackage

#R | Shiny ✨ User Interface UI | #RShiny #UserInterface #RStudio #WebApp #RPackage

#R | Shiny ✨ Control Widgets | #RShiny #ShinyApp #WebApp #RStudio #RPackage

#R | Shiny ✨ Simple Reactive App | #RShiny #ShinyApp #WebApp #RStudio #RPackage

#R | Shiny ✨ Reactive Scatter Plot | #RShiny #ScatterPlot #WebApp #RStudio #RPackage

#R | gghighlight package for improved Visualization! | #gghighlight #DataVisualization #RPackage

#R | Axis Limit: xylim VS coord_cartesian | #AxisLimits #DataVisualization #DataAnalysis #StudyRain

#R | vistributions: visualize Probability Distributions | #ProbabilityDistributions #RPackage

#R | Re-Ordering Factors: fct_reorder(), fct_infreq(), fct_rev() | #tidyverse #RforDataScience