Glossary of some machine learning terms [by Google]

Glossary of some data science terms [by Analytic Vidhya]

Abbreviations heavily used in this course:

Abbreviation

Meaning

ML

Machine Learning

DS

Data Science

kNN

k Nearest Neighbours

DT

Decision Tree

GBDT

Gradient-Boosted Decision Trees

NN

Neural Network

CNN

Convolutional Neural Network

LR

Logistic Regression

SVM

Support Vector Machine

CV

Cross Validation

EDA

Explanatory Data Analysis