Comparing and Ensembling Machine Learning Models
Introduction
R
Machine Learning
Stats
Random Forest
XGBoost
SVM
KNN
Introduction to Customer Churning
Powerbi
Customer Churn
Explanatory data analysis
Comparing linear and Additive logistic regression
generalized additive models
generalized linear models
logistic regression
purchasing behaviour
Predicting Bike rentals
counts
bike rentals
machine learning
Modeling Auto insuarance using Machine Learning : Xgboost
insurance
xgboost
explainable machine learning
Data Driven
Modeling Alpha diversity of Macroinvertebrates Assamplages
pca
biodiversity
Alpha diversity
Hemoglobin and Blood Pressure in clinical trials -Beyond the t.test
permutations
bootstrapping
inference
Introduction to Regression in Tidymodels
tidymodels
data science
statistics
Comparing Base R , dplyr and data.table
dplyr
data.table
base R
data wrangling
Survival analysis Part 2
cox
Survival Analysis
time to event
statistical modeling
Kick starting your data analytics career with some basic math
descriptive statistics
linear algebra
inference
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