diff --git a/artifacts/model/.gitignore b/artifacts/model/.gitignore
new file mode 100644
index 0000000..0cb31b2
--- /dev/null
+++ b/artifacts/model/.gitignore
@@ -0,0 +1 @@
+/model.pkl
diff --git a/dvc.lock b/dvc.lock
index 0ee0b6a..046f478 100644
--- a/dvc.lock
+++ b/dvc.lock
@@ -4,8 +4,8 @@ stages:
     cmd: python src/stage_01_prepare.py --config=configs/config.yaml --params=params.yaml
     deps:
     - path: configs/config.yaml
-      md5: c76f754cebca2dcd58bed9c403bbf7ee
-      size: 329
+      md5: 508d0ae144ca6fa812180f6d0057a3f2
+      size: 374
     - path: data/data.xml
       md5: a304afb96060aad90176268345e10355
       size: 37891850
@@ -39,8 +39,8 @@ stages:
       md5: 553034c4cf40efc63c99c19fe98610d0
       size: 18986541
     - path: configs/config.yaml
-      md5: c76f754cebca2dcd58bed9c403bbf7ee
-      size: 329
+      md5: 508d0ae144ca6fa812180f6d0057a3f2
+      size: 374
     - path: src/stage_02_featurization.py
       md5: e07203a587149c1f889134b58d8112a3
       size: 2991
@@ -61,3 +61,27 @@ stages:
     - path: artifacts/features/train.pkl
       md5: ecc944089c3a29ca33e6cfd158f81b0d
       size: 10134795
+  train:
+    cmd: python src/stage_03_train.py --config=configs/config.yaml --params=params.yaml
+    deps:
+    - path: artifacts/features/train.pkl
+      md5: ecc944089c3a29ca33e6cfd158f81b0d
+      size: 10134795
+    - path: configs/config.yaml
+      md5: 508d0ae144ca6fa812180f6d0057a3f2
+      size: 374
+    - path: src/stage_03_train.py
+      md5: bb5dcfadc16299ec07fd19fd9ceba2fd
+      size: 2223
+    - path: src/utils/common.py
+      md5: ebe79d372c0b5256c6dacc26b27a7acf
+      size: 840
+    params:
+      params.yaml:
+        train.min_split: 16
+        train.n_est: 100
+        train.seed: 2021
+    outs:
+    - path: artifacts/model/model.pkl
+      md5: 20ac77b4d7237b3cf0c6e676bdc7dbbc
+      size: 3558016
diff --git a/dvc.yaml b/dvc.yaml
index 5f9fd26..94f39e2 100644
--- a/dvc.yaml
+++ b/dvc.yaml
@@ -29,4 +29,18 @@ stages:
         - featurize.ngrams
       outs:
         - artifacts/features/train.pkl
-        - artifacts/features/test.pkl
\ No newline at end of file
+        - artifacts/features/test.pkl
+
+  train:
+    cmd: python src/stage_03_train.py --config=configs/config.yaml --params=params.yaml
+    deps:
+      - src/stage_03_train.py
+      - artifacts/features/train.pkl
+      - src/utils/common.py
+      - configs/config.yaml
+    params:
+      - train.seed
+      - train.n_est
+      - train.min_split
+    outs:
+      - artifacts/model/model.pkl      
\ No newline at end of file