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…
