Predictive Analytics Glossary

A

• Adaptive boosting in Predictive Analytics
• Algorithm in Predictive Analytics
• Analytical CRM (aCRM) in Predictive Analytics
• Anomaly detection in Predictive Analytics
• Anova in Predictive Analytics
• Approximate Bayesian computation in Predictive Analytics
• Association analysis in Predictive Analytics
• Association rule mining in Predictive Analytics
• Association rules in Predictive Analytics
• Autoencoder in Predictive Analytics
• AutoML in Predictive Analytics

B

• Bagging in Predictive Analytics
• Bayesian network in Predictive Analytics
• Bayesian optimization in Predictive Analytics
• Bernoulli distribution in Predictive Analytics
• Big data in Predictive Analytics
• Big O notation in Predictive Analytics
• Binary classification in Predictive Analytics
• Binning in Predictive Analytics
• Boosting in Predictive Analytics
• Box plot in Predictive Analytics
• Business intelligence in Predictive Analytics

C

• Chi-squared test in Predictive Analytics
• Churn Analysis (Attrition Analysis) in Predictive Analytics
• Classification in Predictive Analytics
• Clustering in Predictive Analytics
• Collaborative filtering in Predictive Analytics
• Conjoint (Trade-off) Analysis in Predictive Analytics
• Content-based filtering in Predictive Analytics
• Credit Scoring in Predictive Analytics
• Cross / Up selling in Predictive Analytics
• Cross-validation in Predictive Analytics
• Customer Segmentation & Profiling in Predictive Analytics

D

• Data exploration in Predictive Analytics
• Data Mart in Predictive Analytics
• Data mining in Predictive Analytics
• Data Quality in Predictive Analytics
• Data Warehouse in Predictive Analytics
• Decision boundary in Predictive Analytics
• Decision tree in Predictive Analytics
• Deep learning in Predictive Analytics
• Dimensionality reduction in Predictive Analytics

E

• Elastic net in Predictive Analytics
• Elastic net regression in Predictive Analytics
• Ensemble learning in Predictive Analytics
• ETL (Extract-Transform-Load) in Predictive Analytics
• Exploratory data analysis in Predictive Analytics

F

• F-measure in Predictive Analytics
• F1-score in Predictive Analytics
• Feature engineering in Predictive Analytics
• Forecasting in Predictive Analytics
• Fraud Detection in Predictive Analytics

G

• Generalized linear model in Predictive Analytics
• Gradient boosting in Predictive Analytics
• Gradient descent in Predictive Analytics

H

• Hadoop in Predictive Analytics
• Hidden Markov model in Predictive Analytics
• Hierarchical clustering in Predictive Analytics
• Hyperparameter in Predictive Analytics
• Hyperplane in Predictive Analytics

I

• Information gain in Predictive Analytics
• IoT (Internet of Things) in Predictive Analytics

K

• K-means clustering in Predictive Analytics
• K-nearest neighbors in Predictive Analytics
• Kernel density estimation in Predictive Analytics
• Kernel methods in Predictive Analytics

L

• L1 regularization in Predictive Analytics
• Lasso in Predictive Analytics
• Linear regression in Predictive Analytics
• Logistic regression in Predictive Analytics
• LTV (Lifetime Value) of a customer in Predictive Analytics

M

• Machine learning in Predictive Analytics
• Mahalanobis distance in Predictive Analytics
• Market Basket Analysis in Predictive Analytics
• Mean absolute error in Predictive Analytics
• Mean squared error. in Predictive Analytics
• Multilayer perceptron in Predictive Analytics
• Multivariate analysis in Predictive Analytics
• Mutual information in Predictive Analytics

N

• Naive Bayes in Predictive Analytics
• Natural language processing in Predictive Analytics
• Nearest-neighbor algorithm in Predictive Analytics
• Neural architecture search in Predictive Analytics
• Neural network in Predictive Analytics
• Nonlinear regression in Predictive Analytics
• Nonparametric regression in Predictive Analytics

O

• OLAP (On-Line Analytical Processing) in Predictive Analytics
• Optimization in Predictive Analytics
• Ordinary least squares in Predictive Analytics
• Outlier detection in Predictive Analytics
• Overfitting in Predictive Analytics

P

• Precision in Predictive Analytics
• Precision-recall curve in Predictive Analytics
• Predictive Analytics in Predictive Analytics
• Principal component analysis in Predictive Analytics
• Principal component regression in Predictive Analytics
• Probability distribution in Predictive Analytics
• PyTorch in Predictive Analytics

Q

• Quantile regression in Predictive Analytics

R

• Random forest in Predictive Analytics
• Randomized search in Predictive Analytics
• Real Time Decisioning (RTD) in Predictive Analytics
• Recommender systems in Predictive Analytics
• Recurrent neural network in Predictive Analytics
• Regression analysis in Predictive Analytics
• Reinforcement learning in Predictive Analytics
• Retention (Customer Retention) in Predictive Analytics
• Ridge and Lasso regression in Predictive Analytics
• Ridge regression in Predictive Analytics
• ROC curve in Predictive Analytics

S

• Sampling in Predictive Analytics
• Scikit-learn in Predictive Analytics
• Semi-supervised learning in Predictive Analytics
• Sentiment analysis in Predictive Analytics
• Singular value decomposition in Predictive Analytics
• Singular value thresholding in Predictive Analytics
• Social Network Analysis (SNA) in Predictive Analytics
• Social network analysis in Predictive Analytics
• Sparse regression in Predictive Analytics
• Stationarity in Predictive Analytics
• Statistical modeling in Predictive Analytics
• Stochastic gradient descent in Predictive Analytics
• Supervised learning in Predictive Analytics
• Support vector machine in Predictive Analytics
• Support vector regression in Predictive Analytics
• Survival analysis in Predictive Analytics
• Synthetic data in Predictive Analytics

T

• Tensorflow in Predictive Analytics
• Text analytics in Predictive Analytics
• Text Mining in Predictive Analytics
• Time series analysis in Predictive Analytics
• Time-series forecasting in Predictive Analytics
• Top-N recommendation in Predictive Analytics
• Topological data analysis in Predictive Analytics
• Transfer entropy in Predictive Analytics
• Transfer learning in Predictive Analytics
• Tree-based methods in Predictive Analytics
• Two-sample test in Predictive Analytics

U

• Undersampling in Predictive Analytics
• Unstructured Data in Predictive Analytics
• Unsupervised learning in Predictive Analytics

V

• Variance in Predictive Analytics
• Variational autoencoder in Predictive Analytics
• Vector autoregression in Predictive Analytics

W

• Web Mining (Web Data Mining) in Predictive Analytics
• Weight decay in Predictive Analytics

X

• XGBoost in Predictive Analytics

Z

• Zero-inflated models in Predictive Analytics