40 data science techniques

The 40 data science techniques Linear Regression  Logistic Regression  Jackknife Regression * Density Estimation  Confidence Interval  Test of Hypotheses  Pattern Recognition  Clustering – (aka Unsupervised Learning) Supervised Learning  Time Series  Decision Trees  Random Numbers  Monte-Carlo Simulation  Bayesian Statistics  Naive Bayes  Principal Component Analysis – (PCA) Ensembles  Neural Networks  Support Vector Machine – (SVM) Nearest Neighbors – (k-NN) Feature Selection – (aka…