diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..84abbe6
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,9 @@
+modules/ml-pipeline/src/pipeline/data/predictions
+modules/ml-pipeline/src/pipeline/data/fit_predictions
+modules/ml-pipeline/src/pipeline/data/prepared_data
+modules/ml-pipeline/src/pipeline/data/model/allmodels
+modules/ml-pipeline/src/pipeline/metrics
+modules/ml-pipeline/src/pipeline/__pycache__
+modules/ml-pipeline/src/pipeline/.dvc
+modules/ml-pipeline/src/pipeline/analysis
+modules/ml-pipeline/src/pipeline/metrics
diff --git a/MODEL_REGISTRY.md b/MODEL_REGISTRY.md
index 97c4388..9b31dab 100644
--- a/MODEL_REGISTRY.md
+++ b/MODEL_REGISTRY.md
@@ -8,25 +8,25 @@
         "active": true
     },
     "sap": {
-        "version": "v0.11.0",
+        "version": "v0.12.0",
         "stage": {
-            "dev": "v0.11.0"
+            "dev": "v0.12.0"
         },
         "registered": true,
         "active": true
     },
     "heat": {
-        "version": "v0.4.0",
+        "version": "v0.5.0",
         "stage": {
-            "dev": "v0.4.0"
+            "dev": "v0.5.0"
         },
         "registered": true,
         "active": true
     },
     "carbon": {
-        "version": "v0.4.0",
+        "version": "v0.5.0",
         "stage": {
-            "dev": "v0.4.0"
+            "dev": "v0.5.0"
         },
         "registered": true,
         "active": true
diff --git a/deployment/.dockerignore b/deployment/.dockerignore
index e01cbd5..c4103de 100644
--- a/deployment/.dockerignore
+++ b/deployment/.dockerignore
@@ -1,4 +1,9 @@
-modules/ml-pipeline/src/pipeline/data/predictions*
-modules/ml-pipeline/src/pipeline/data/prepared_data*
-modules/ml-pipeline/src/pipeline/data/model/allmodels*
-modules/ml-pipeline/src/pipeline/metrics*
+modules/ml-pipeline/src/pipeline/data/predictions
+modules/ml-pipeline/src/pipeline/data/fit_predictions
+modules/ml-pipeline/src/pipeline/data/prepared_data
+modules/ml-pipeline/src/pipeline/data/model/allmodels
+modules/ml-pipeline/src/pipeline/metrics
+modules/ml-pipeline/src/__pycache__
+modules/ml-pipeline/src/.dvc
+modules/ml-pipeline/src/analysis
+modules/ml-pipeline/src/metrics
diff --git a/modules/ml-pipeline/src/.dockerignore b/modules/ml-pipeline/src/.dockerignore
index 14f71d7..bf48a5e 100644
--- a/modules/ml-pipeline/src/.dockerignore
+++ b/modules/ml-pipeline/src/.dockerignore
@@ -1,4 +1,8 @@
-pipeline/data/predictions*
-pipeline/data/prepared_data/train.parquet*
-pipeline/data/model/allmodels*
-pipeline/metrics*
+pipeline/data/predictions
+pipeline/data/fit_predictions
+pipeline/data/prepared_data/train.parquet
+pipeline/data/fit_predictions
+pipeline/data/model/allmodels
+pipeline/metrics
+pipeline/.dvc
+pipeline/analysis
diff --git a/modules/ml-pipeline/src/Prediction.Dockerfile b/modules/ml-pipeline/src/Prediction.Dockerfile
index a6fc539..e0a292c 100644
--- a/modules/ml-pipeline/src/Prediction.Dockerfile
+++ b/modules/ml-pipeline/src/Prediction.Dockerfile
@@ -1,7 +1,7 @@
 # Dockerfile that can be used to test loading a model to generate a prediction (part of CI/CD flow)
 FROM python:3.10.12-slim
 
-RUN apt-get update && apt-get install -y libgomp1
+RUN apt-get update && apt-get install -y libgomp1 gcc python3-dev
 
 COPY pipeline/requirements/predictions/requirements.txt requirements.txt
 
diff --git a/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements-dev.txt b/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements-dev.txt
index 734419a..4dc4c36 100644
--- a/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements-dev.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements-dev.txt
@@ -1,7 +1,7 @@
 joblib==1.3.2
 boto3==1.28.17
 pandas==2.1.4
-autogluon==1.0.0
+autogluon.tabular[all]==1.0.0
 dynaconf==3.2.1
 pyarrow==13.0.0
 pre-commit==3.3.3
diff --git a/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements.txt b/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements.txt
index 937b000..35bdb05 100644
--- a/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/predictions/requirements.txt
@@ -1,7 +1,7 @@
 joblib==1.3.2
 boto3==1.28.17
 pandas==2.1.4
-autogluon==1.0.0
+autogluon.tabular[all]==1.0.0
 dynaconf==3.2.1
 pyarrow==13.0.0
 PyYAML==6.0.1
diff --git a/modules/ml-pipeline/src/pipeline/requirements/training/requirements-dev.txt b/modules/ml-pipeline/src/pipeline/requirements/training/requirements-dev.txt
index fe06a4d..93a042e 100644
--- a/modules/ml-pipeline/src/pipeline/requirements/training/requirements-dev.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/training/requirements-dev.txt
@@ -1,7 +1,7 @@
 joblib==1.3.2
 boto3==1.28.17
 pandas==2.1.4
-autogluon==1.0.0
+autogluon.tabular[all]==1.0.0
 ray==2.6.3
 dynaconf==3.2.1
 alibi==0.9.5
diff --git a/modules/ml-pipeline/src/pipeline/requirements/training/requirements.txt b/modules/ml-pipeline/src/pipeline/requirements/training/requirements.txt
index a5bccd3..edeb764 100644
--- a/modules/ml-pipeline/src/pipeline/requirements/training/requirements.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/training/requirements.txt
@@ -1,4 +1,4 @@
 boto3==1.28.41
 pandas==2.1.4
-autogluon==1.0.0
+autogluon.tabular[all]==1.0.0
 dynaconf==3.2.1
diff --git a/modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt b/modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
index a2b9531..173550d 100644
--- a/modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
+++ b/modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
@@ -1,4 +1,4 @@
-dvc==3.36.0
-dvc-s3==3.0.1
-gto==1.6.1
+dvc==3.51.0
+dvc-s3==3.2.0
+gto==1.7.1
 pyOpenSSL==23.3.0