[MLOps3.0] Minor md changes

kuldeep-in · Aug 2, 2024 · 85ed80a · 85ed80a
1 parent e1e7681
commit 85ed80a
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Showing 3 changed files with 3 additions and 5 deletions.
diff --git a/product_demos/Data-Science/mlops-end2end/02-mlops-advanced/01_feature_engineering.py b/product_demos/Data-Science/mlops-end2end/02-mlops-advanced/01_feature_engineering.py
@@ -152,6 +152,7 @@ def clean_churn_features(dataDF: SparkDataFrame) -> SparkDataFrame:
 
 # MAGIC %md
 # MAGIC ### Extract ground-truth labels in a separate table to avoid label leakage
+# MAGIC * In reality ground-truth label data should be in its own separate table
 
 # COMMAND ----------
 
@@ -234,6 +235,7 @@ def clean_churn_features(dataDF: SparkDataFrame) -> SparkDataFrame:
 
 # COMMAND ----------
 
+# DBTITLE 1,Create "feature"/UC table
 churn_feature_table = fe.create_table(
   name=feature_table_name, # f"{catalog}.{dbName}.{feature_table_name}"
   primary_keys=[primary_key, timestamp_col],

diff --git a/product_demos/Data-Science/mlops-end2end/02-mlops-advanced/05_batch_inference.py b/product_demos/Data-Science/mlops-end2end/02-mlops-advanced/05_batch_inference.py
@@ -146,7 +146,7 @@
 
 # MAGIC %md
 # MAGIC ## Run inference on baseline/test table 
-# MAGIC _Usually should be done once after model (re)training but put here for demo purposes_
+# MAGIC _Usually should be done once after model (re)training and promotion validation but put here for demo purposes_
 
 # COMMAND ----------
 

diff --git a/product_demos/Data-Science/mlops-end2end/02-mlops-advanced/08_retrain_churn_automl.py b/product_demos/Data-Science/mlops-end2end/02-mlops-advanced/08_retrain_churn_automl.py
@@ -147,7 +147,3 @@
 
 # DBTITLE 1,Exit notebook by setting a task value
 dbutils.jobs.taskValues.set(key = 'all_violations_count', value = all_violations_count)
-
-# COMMAND ----------
-
-
Original file line number	Diff line number	Diff line change
Expand Up		@@ -147,7 +147,3 @@

		# DBTITLE 1,Exit notebook by setting a task value
		dbutils.jobs.taskValues.set(key = 'all_violations_count', value = all_violations_count)

		# COMMAND ----------