티스토리 뷰

머신러닝

Inference

★ ☆ 2022. 8. 8. 18:09

 

source: https://cloud.google.com/bigquery-ml/docs/reference/standard-sql/bigqueryml-syntax-inference-overview#:~:text=Machine%20learning%20inference%20is%20the,machine%20learning%20model%20into%20production.%E2%80%9D

 

BigQuery ML model inference overview  |  Google Cloud

Send feedback BigQuery ML model inference overview Introduction Machine learning inference is the process of running data points into a machine learning model to calculate an output such as a single numerical score. This process is also referred to as “o

cloud.google.com

 

Machine learning inference is the process of running data points into a machine learning model to calculate an output such as a single numerical score. This process is also referred to as “operationalizing a machine learning model” or “putting a machine learning model into production.”

 

머신 러닝에서 추론inference은 단일 숫자 점수와 같은 결과를 얻기 위해 데이터 포인트를 기계 학습 모델로 실행하는 과정이다. 이러한 과정은 또한 "머신 러닝 모델 운영" 이나 "머신 러닝 모델을 생산에 적용"한다고도 한다.

 

 

머신 러닝에서 추론inference을 하는 과제task의 예시라벨 예측label prediction, 어떤 방향에서든의 예측 forecasting, 추천 recommendation, 이상치 검출 anomaly detection.

 

'머신러닝' 카테고리의 다른 글

Zero-Shot Learning Through Cross-Modal Transfer  (0) 2024.07.09
Over-parameterization and over-fitting  (0) 2022.10.25
GPU 사용량 실시간 확인  (0) 2022.06.18
ModuleNotFoundError: No module named 'tensorflow'  (0) 2022.06.17
LSTM  (0) 2022.06.02
최근에 올라온 글
최근에 달린 댓글
Total
Today
Yesterday
링크
«   2025/01   »
1 2 3 4
5 6 7 8 9 10 11
12 13 14 15 16 17 18
19 20 21 22 23 24 25
26 27 28 29 30 31
글 보관함