Analytics toolbox

Technologies vocabulary

API
AWS (Amazon Web Services)
Azure
Big Data
CDW
Data models
Database technologies
EDW (enterprise data warehouse)
ETL (extraction, transformation and loading)
GitHub
Hadoop
IaaS
IBM SPSS Modeler
Java
Javascript
Map reduce
Marketing automation
NodeJS
NoSQL (Not only SQL)
ODBC, JDBC (open database connectivity / java database connectivity)
PaaS
Python
R
Relational databases
SaaS
SAS
Spark
SQL
Web crawling

Analytics vocabulary

Algorithm
Association analyses
Bayesian methods
Business analytics
Business intelligence
Classification methods
Coefficient of determination
Confidence interval
Confounding variable
Control group
Correlation
Cross tabulation
Cross-over study design
Customer analytics
Data mining
Data science
Data synchronisation
Decision-making window
Dependent variable (response variable)
Descriptive analytics
Experimental design
Frequency distribution
Grouping methods (segmentation, clustering)
Hypothesis testing methods
Industrial internet (Internet of things)
Machine learning
Market basket analysis
Missing data
Moving average
Multivariate methods
Neural network
Noise
Optimisation (mathematical)
Outlier
Path analysis
Prediction model
Predictive analytics
Prescriptive analytics
Regression analysis
Root cause analysis
Sample
Scoring
Significance level
Simulation methods
Standard deviation
Survey
Survival analysis
Text analysis
Time series analysis
Variation coefficient
Web analytics