Data Science
Top Acronyms in Data Science
A/B Test : A/B Testing
AI : Artificial Intelligence
API : Application Programming Interface
ARIMA : AutoRegressive Integrated Moving Average
AUC : Area Under the Curve
AWS : Amazon Web Services
Azure : Microsoft Azure
BERT : Bidirectional Encoder Representations from Transformers
BI : Business Intelligence
CPU : Central Processing Unit
CRF : Conditional Random Field
CRISP-DM : Cross-Industry Standard Process for Data Mining
CSV : Comma-Separated Values
CV : Computer Vision
DBMS : Database Management System
DL : Deep Learning
DNN : Deep Neural Network
DS : Data Science
DWH : Data Warehouse
EDA : Exploratory Data Analysis
ETL : Extract, Transform, Load
F1 : F1 Score
GBM : Gradient Boosting Machine
GCP : Google Cloud Platform
GPU : Graphics Processing Unit
HDFS : Hadoop Distributed File System
HMM : Hidden Markov Model
IoT : Internet of Things
JSON : JavaScript Object Notation
K-Means : K-Means Clustering
KNN : K-Nearest Neighbors
LDA : Latent Dirichlet Allocation
MAE : Mean Absolute Error
ML : Machine Learning
MLlib : Machine Learning library for Apache Spark
MLOps : Machine Learning Operations
MSE : Mean Squared Error
NLP : Natural Language Processing
NoSQL : Not Only SQL
PCA : Principal Component Analysis
PMML : Predictive Model Markup Language
RDBMS : Relational Database Management System
RDD : Resilient Distributed Dataset
RMSE : Root Mean Squared Error
ROC : Receiver Operating Characteristic
SQL : Structured Query Language
SVM : Support Vector Machine
TF-IDF : Term Frequency-Inverse Document Frequency
UAT : User Acceptance Testing
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