Types of Measure

Population and Sample

Outliers

Variance

Standard Deviation

Skewness

Percentiles

Deciles

Quartiles

Box and Whisker Plots

Correlation and Covariance

Hypothesis Test

P Value

Statistical Significance

Bootstrapping

Confidence Interval

Central Limit Theorem

F1 Score (F Measure)

ROC and AUC

Random Variable

Expected Value

Central Limit Theorem

What is Probability

Joint Probability

Marginal Probability

Conditional Probability

Bayesian Statistics

Naive Bayes

Probability Distribution

Bernoulli Distribution

Uniform Distribution

Binomial Distribution

Poisson Distribution

Normal Distribution

T-SNE

Data Science vs Data Engineering

Data Cleaning

Vector

Matrix

L1 and L2 Loss Function

Linear Regression

Logistic Regression

Naive Bayes Classifier

Resources

Machine Learning vs Deep Learning

Bias

Activation Function

Softmax

Cross Entropy

Linguistics and NLP

Text Augmentation

CNN for NLP

Transformers

Object Localization

Object Detection

Bounding Box Prediction

Evaluating Object Localization

YOLO Algorithm

R-CNN

Face Recognition

Resources

Reinforcement Learning

Feed

Questions by Shared Experience

My Personal Website