4. MLOps Category

2024

02-28

Harnessing The ML Backends for Efficient Labeling in Label Studio

01-19

Lecture Review: 실전 AI 서비스 기획 (Jump into the AI World - AI Product Lifecycle)

2023

08-27

Apache Airflow: Continuous Training

08-06

07-10

Serving YOLOv5 Segmentation Model with Amazon EC2 Inf1

05-12

AWS Neuron SDK & AWS Inferentia

04-21

Serving YOLOv5 Object Detection Model using Triton Inference Server

04-14

Labeling with Label Studio for Pre-labeled Data using YOLOv5

03-09

MLOps for MLE: Stream

02-27

MLOps for MLE: Kafka

02-15

MLOps for MLE: API Serving

02-07

MLOps for MLE: FastAPI

02-04

MLOps for MLE: Model Registry

01-28

MLOps for MLE: Model Development

01-21

MLOps for MLE: Database