saakolch / end-to-end-ML-project

Project of deploying ML and MLOps

ML-project for further usage

Basic practice for deploying ML and MLOps can be found here. The main points:

• Understanding the problem statement
• Data collection
• Data checks to perform
• Exploratory data analysis(EDA)
• Data pre-processing
• Model training with hyperparameters(optimal)
• Taking best model