Skip to content

Commit 4bbfad0

Browse files
committed
Refactor and remove deprecated notebooks for model training and serving
- Deleted `lecture4.train_register_basic_model.py` and `lecture4.train_register_custom_model.py` as they are no longer needed. - Removed `lecture6.ab_testing.py` and `lecture6.deploy_model_serving_endpoint.py` to streamline the workflow. - Consolidated A/B testing logic into a new `ab_testing.py` notebook for better organization. - Merged model serving endpoint deployment into `deploy_model_serving_endpoint.py` for clarity. - Created `marvel_create_monitoring_table.py` to handle monitoring table creation. - Added `marvel_data_preprocessing.py` for data preprocessing tasks. - Introduced `mlflow_experiment_tracking.py` for enhanced MLflow experiment tracking. - Updated `train_register_basic_model.py` and `train_register_custom_model.py` to reflect new structure and practices.
1 parent 8506f66 commit 4bbfad0

7 files changed

Lines changed: 0 additions & 1 deletion
File renamed without changes.
File renamed without changes.

notebooks/lecture2.marvel_data_preprocessing.py renamed to notebooks/marvel_data_preprocessing.py

Lines changed: 0 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -28,7 +28,6 @@
2828
spark = SparkSession.builder.getOrCreate()
2929

3030
filepath = "../data/marvel_characters_dataset.csv"
31-
3231
# Load the data
3332
df = pd.read_csv(filepath)
3433

File renamed without changes.
File renamed without changes.
File renamed without changes.

0 commit comments

Comments
 (0)