✅ Machine Learning Acronyms You Must Know 🤖📈

ML → Machine Learning
AI → Artificial Intelligence
DL → Deep Learning
NLP → Natural Language Processing
CV → Computer Vision

SL → Supervised Learning
UL → Unsupervised Learning
RL → Reinforcement Learning

X → Features (Input Variables)
y → Target Variable

MSE → Mean Squared Error
RMSE → Root Mean Squared Error
MAE → Mean Absolute Error
R² → Coefficient of Determination

TP → True Positive
TN → True Negative
FP → False Positive
FN → False Negative

ROC → Receiver Operating Characteristic
AUC → Area Under the Curve

SGD → Stochastic Gradient Descent
GD → Gradient Descent
LR → Learning Rate

PCA → Principal Component Analysis
SVD → Singular Value Decomposition

CNN → Convolutional Neural Network
RNN → Recurrent Neural Network
LSTM → Long Short-Term Memory
GRU → Gated Recurrent Unit

BERT → Bidirectional Encoder Representations from Transformers
GPT → Generative Pre-trained Transformer

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