This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, cross-validation, model fitting, and many more. To keep receiving these articles, sign up on DSC. The full series is accessible here. 

29 Statistical Concepts Explained in Simple English

• 10% Condition in Statistics: What is it?
• 68 95 99.7 Rule in Statistics
• Absolute Error & Mean Absolute Error (MAE)
• Accuracy and Precision: Definition, Examples
• ADF -- Augmented Dickey Fuller Test
• Adjusted R2 / Adjusted R-Squared: What is it used for?
• Akaike's Information Criterion: Definition, Formulas
• Alpha Level (Significance Level): What is it?
• Alternate Hypothesis in Statistics: What is it?
• ANCOVA: Analysis of Covariance
• ANOVA: Analysis of Variance
• ANOVA Excel 2013 (One-Way ANOVA) Easy Steps and Video
• Two Way ANOVA in Excel With Replication / Without Replication
• ANOVA Test: Definition, Types, Examples
• Area Between Two Z Values on Opposite Sides of Mean
• Area Principle in Statistics
• Area to the Right of a z score (How to Find it)
• Arithmetic Mean: What it is and How to Find it
• ARMA Model
• Assumption of Independence
• Assumption of Normality / Normality Test
• Assumptions and Conditions for Regression
• Attributable Risk / Attributable Proportion: Definition
• Attribute Variable / Passive Variable: Definition, Examples
• Autoregressive Model: Definition & The AR Process
• Average - Definition - How to Calculate Average
• Average Deviation (Average Absolute Deviation)
• Average Inter-Item Correlation: Definition, Example
• Balanced and Unbalanced Designs: Definition, Examples
• Segmented Bar Chart: Definition & Steps in Excel.
• Bar Chart / Bar Graph: Examples, Excel Steps & Stacked Graphs
• Bartlett's Test: Definition and Examples
• Bayesian Information Criterion (BIC) / Schwarz Criterion
• Bayes' Theorem Problems, Definition and Examples
• Bell Curve (Normal Curve): Definition
• Benjamini-Hochberg Procedure
• Bernoulli Distribution: Definition and Examples
• Bessel's Correction: Why Use N-1 For Variance/Standard Deviation?

To make sure you keep getting these emails, please add  [email protected] to your address book or whitelist us.