MLOps Lab

11 reports

NYC Taxi Demand Forecasting

1. Overview
2. Problem Framing
3. Data Collection
4. Exploratory Data Analysis
5. Data Preprocessing
6. Feature Engineering
7. Train
8. Tune
9. Evaluate
10. Deploy
11. Monitoring

4 reports

SageMaker XGBoost

1. Overview
2. Train
3. Batch Transform
4. Pipeline

4 reports

SageMaker CatBoost

1. Overview
2. Train
3. Batch Transform
4. Pipeline

4 reports

SageMaker LightGBM

1. Overview
2. Train
3. Batch Transform
4. Pipeline

4 reports

SageMaker scikit-learn

1. Overview
2. Train
3. Batch Transform
4. Pipeline