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Deepchecks Glossary
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A
AI Model Validation
Attribute
Auto-Encoder
B
Backpropagation
Bayes Theorem for Machine Learning
Bias-variance Tradeoff
Binary Classification
C
Categorical Variables
CI/CD for Machine Learning
Classification Threshold
Clustering in Machine Learning
Confusion Matrix in Machine Learning
Continuous Integration Model
Continuous Validation
D
Data Augmentation
Data Cleaning
Decision Tree in Machine Learning
Deep Learning
Drift monitoring
E
Ensemble Learning
Epoch in Machine Learning
F
Failure Analysis Machine Learning
False Positive Rate
Feature Vector
Federated Learning
G
Generative Adversarial Network
Gradient Descent For Machine Learning
I
Independent and Identically Distributed Data (IDD)
K
K-Nearest Neighbor
L
Learning Rate in Machine Learning
Long Short-Term Memory (LSTM)
M
Machine Learning
Machine Learning Algorithm
Machine Learning Bias
Machine Learning Lifecycle
Machine Learning Model Accuracy
Meta-Learning
ML Infrastructure
ML Model Management
ML Model Validation
MLOps
MLOps Framework
MLOps Monitoring
Model Drift
Model Monitoring
Model Parameters
Multi-class Classification
N
Neural Networks
No-code/Low-code ML
Noise in Machine Learning
Normalization in Machine Learning
O
One-hot Encoding
Out-of-distribution
Overfitting in Machine Learning
P
Precision in Machine Learning
Predictive Model Validation
R
Random Initialization
Recall in Machine Learning
Rectified Linear Unit (ReLU)
Recurrent Neural Network
Regression
Regularization in Machine Learning
Reinforcement Learning
ResNet
ROC (Receiver Operating Characteristic) Curve
S
Segmentation in Machine Learning
Semi-supervised Learning
Softmax Function
Supervised Learning
Support Vector Machines
Synthetic Data
T
Test Set in Machine Learning
Top-1 error rate
Transformer Neural Network
Triplet Loss
True Positive Rate
Type 1 Error
Type 2 Error
U
Underfitting in Machine Learning
V
Validation Set in Machine Learning
VGGNet
Y
YOLO (object detection algorithm)
Z
Zero-shot learning
Why Deepchecks?
Observability
Alerting
Querying
Mismatching
Analysis
Use Cases
Fraud
NLP
LTV
Industries
eCommerce
Ad-Tech
Financial Institutions
AI Services
Resources
Blog
Glossary
Integrations
Supported Models
F.A.Q.
About
Book a demo
Our Story
Careers
Contact Us
