- https://github.com/Robby955/Titanic
- https://www.r-bloggers.com/2021/01/machine-learning-with-r-a-complete-guide-to-logistic-regression/
- https://github.com/melling/TitanicMachineLearning/tree/main/solutions/wiekvoet/01_random_forest_wiekvoet
- https://github.com/melling/TitanicMachineLearning/tree/main/solutions/wiekvoet/04_random_forest_revisted_wiekvoet
- https://rstudio-pubs-static.s3.amazonaws.com/143316_106d643df86c4e4c8ae20e9775ab0ec7.html
- https://www.kaggle.com/pliptor/how-am-i-doing-with-my-score - Excellent Notebook with scores for dozens of solutions
- https://rpubs.com/JamesENelson/153826
- https://tylerburleigh.com/blog/surviving-the-titanic-with-r-caret/
- https://trevorstephens.com/kaggle-titanic-tutorial/getting-started-with-r/
- https://towardsdatascience.com/predicting-the-survival-of-titanic-passengers-30870ccc7e8
- https://github.com/MohammadWasil/Predicting-Titanic-Survivors
- https://humansofdata.atlan.com/2016/07/machine-learning-python/
- https://medium.com/better-programming/titanic-survival-prediction-using-machine-learning-4c5ff1e3fa16
- http://ghunt03.github.io/DAProjects/DAP02/TitanicDatasetInvestigation.html
- https://www.ritchieng.com/machine-learning-project-titanic-survival/
- https://www.kdnuggets.com/2016/07/titanic-machine-learning-guide-part-1.html
- https://youtu.be/fS70iptz-XU
- https://www.codementor.io/@innat_2k14/titanic-kaggle-machine-learning-from-disaster-part-1-10gbvqzguc
- http://www.caprinomics.com/projects/titanic/
- https://www.linkedin.com/pulse/how-i-scored-80-predicting-titanic-survivors-diogo-dutra
- https://www.geeksforgeeks.org/python-titanic-data-eda-using-seaborn/amp/
- https://pythonprogramming.net/k-means-titanic-dataset-machine-learning-tutorial/
- https://datascienceplus.com/logistic-regression-with-python-using-titanic-data/
- https://rstudio-pubs-static.s3.amazonaws.com/512981_db3552e79dc74dd0ada230125c27a4f3.html
- http://luizschiller.com/titanic/
- https://gearons.org/posts/titanic
- http://jasontdean.com/R/Titanic_Decision_Trees.html
- http://sajrest.com/Archives/vol4issue4_2019/v4i4p2.pdf
- http://www.owlnet.rice.edu/~ns10/Kaggle/pdfs/Titanic_Project.pdf
- http://mahanama94.me/surviving-titanic/
- http://vitarts.com.br/titanic-machine-learning-from-disaster-kaggle-copetitions/
- https://databricks-prod-cloudfront.cloud.databricks.com/public/4027ec902e239c93eaaa8714f173bcfc/5722190290795989/3865595167034368/8175309257345795/latest.html
- https://analyticsindiamag.com/solving-the-titanic-ml-survival-problem-using-random-forest-vs-neural-networks-on-tensorflow-which-one-is-better/
- http://jennhwang.me/blog/titanic/
- https://datascience.netlify.app/general/2017/07/20/data_science_9.html
- https://www.stefanfiott.com/data-science/titanic-survival-prediction/
- https://youtu.be/rODWw2_1mCI
Analyze the Kaggle Titanic Data with the R Tidyverse
My attempt to learn Kaggle and R together.
I'm new to both Kaggle and R R appears to be a great platform to investigate and learn about the data.
Having a computer science background, I'll probably use Python to build my models.
However, R with all its great libraries seems like the best place to start learning about the data. The EDA part.
Feel free to correct me on anything or offer suggestions.
install.packages("tidyverse")
install.packages("randomForest")
install.packages("skimr")
install.packages("Prophet")
install.packages("forecast")
install.packages("scales")"
install.packages("tidymodels")
library('mice')
library(stringr)
Analyze the Kaggle Titanic Data with the R Tidyverse.
This is an exercise to learn both the R/Tidyverse and Kaggle with the introduction Titanic competition.
https://github.com/Robby955/Titanic/blob/master/titanic.R
- https://www.r-bloggers.com/2016/02/titanic-machine-learning-from-disaster-part-1/
- https://www.r-bloggers.com/2017/12/getting-started-with-dplyr-in-r-using-titanic-dataset/
- https://www.r-bloggers.com/2015/10/predicting-titanic-deaths-on-kaggle-vii-more-stan/
- https://www.r-bloggers.com/2018/08/understanding-titanic-dataset-with-h2os-automl-dalex-and-lares-library/
- https://www.r-bloggers.com/2018/01/understanding-naive-bayes-classifier-using-r/
- https://www.r-bloggers.com/2015/07/predicting-titanic-deaths-on-kaggle/