diff --git a/zoomcamp/finalterm/Pipfile b/zoomcamp/finalterm/Pipfile
index deab060..2c5631b 100644
--- a/zoomcamp/finalterm/Pipfile
+++ b/zoomcamp/finalterm/Pipfile
@@ -4,7 +4,7 @@ verify_ssl = true
 name = "pypi"
 
 [packages]
-joblib = "1.1.0"
+joblib = "1.2.0"
 scikit-learn = "*"
 gunicorn = "*"
 flask = "*"
diff --git a/zoomcamp/finalterm/Pipfile.lock b/zoomcamp/finalterm/Pipfile.lock
index 1a48e98..5e35f49 100644
--- a/zoomcamp/finalterm/Pipfile.lock
+++ b/zoomcamp/finalterm/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "a5bf055c7cfe953c22f60585c618731476ed4e2a43e9e35c4b0ce3cc3f50d64a"
+            "sha256": "81960bf53c0c2dd0a9ab5974abe8847d70378b3bde02c619353b2a34ff333a82"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,11 +18,11 @@
     "default": {
         "click": {
             "hashes": [
-                "sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3",
-                "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b"
+                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
+                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==8.0.3"
+            "markers": "python_version >= '3.7'",
+            "version": "==8.1.3"
         },
         "flask": {
             "hashes": [
@@ -42,10 +42,10 @@
         },
         "imbalanced-learn": {
             "hashes": [
-                "sha256:eaf576b1ba3523a0facf3aaa483ca17e326301e53e7678c54d73b7e0250edd43",
-                "sha256:fcd4a54618d118998933d7366133889d2ba6508cca209de27a22b3205d82a3f9"
+                "sha256:836a4c137cc3c10310d4f6cd5ec34600ff488d7f8c243a997c3f9b551c91d0b2",
+                "sha256:ed2df83f1247b03fbc0362f5ffbf6f8bd76d02a7e0ebfef3be1ead39683ca10d"
             ],
-            "version": "==0.8.1"
+            "version": "==0.9.0"
         },
         "imblearn": {
             "hashes": [
@@ -57,138 +57,107 @@
         },
         "itsdangerous": {
             "hashes": [
-                "sha256:5174094b9637652bdb841a3029700391451bd092ba3db90600dea710ba28e97c",
-                "sha256:9e724d68fc22902a1435351f84c3fb8623f303fffcc566a4cb952df8c572cff0"
+                "sha256:2c2349112351b88699d8d4b6b075022c0808887cb7ad10069318a8b0bc88db44",
+                "sha256:5dbbc68b317e5e42f327f9021763545dc3fc3bfe22e6deb96aaf1fc38874156a"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2.0.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.1.2"
         },
         "jinja2": {
             "hashes": [
-                "sha256:077ce6014f7b40d03b47d1f1ca4b0fc8328a692bd284016f806ed0eaca390ad8",
-                "sha256:611bb273cd68f3b993fabdc4064fc858c5b47a973cb5aa7999ec1ba405c87cd7"
+                "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852",
+                "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==3.0.3"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.1.2"
         },
         "joblib": {
             "hashes": [
-                "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35",
-                "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6"
+                "sha256:091138ed78f800342968c523bdde947e7a305b8594b910a0fea2ab83c3c6d385",
+                "sha256:e1cee4a79e4af22881164f218d4311f60074197fb707e082e803b61f6d137018"
             ],
             "index": "pypi",
-            "version": "==1.1.0"
+            "version": "==1.2.0"
         },
         "markupsafe": {
             "hashes": [
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-            "markers": "python_version < '3.11' and python_version >= '3.7'",
-            "version": "==1.21.4"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.23.3"
         },
         "pandas": {
             "hashes": [
@@ -222,10 +191,10 @@
         },
         "pytz": {
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-                "sha256:acad2d8b20a1af07d4e4c9d2e9285c5ed9104354062f275f3fcd88dcef4f1326"
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-            "version": "==2021.3"
+            "version": "==2022.2.1"
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         "scikit-learn": {
             "hashes": [
@@ -260,46 +229,40 @@
         },
         "scipy": {
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-            "markers": "python_version < '3.11' and python_version >= '3.7'",
-            "version": "==1.7.3"
+            "markers": "python_version < '3.12' and python_version >= '3.8'",
+            "version": "==1.9.1"
         },
         "setuptools": {
             "hashes": [
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-                "sha256:d144f85102f999444d06f9c0e8c737fd0194f10f2f7e5fdb77573f6e2fa4fad0"
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-            "markers": "python_version >= '3.6'",
-            "version": "==59.5.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==65.4.1"
         },
         "six": {
             "hashes": [
@@ -311,19 +274,19 @@
         },
         "threadpoolctl": {
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             "markers": "python_version >= '3.6'",
-            "version": "==3.0.0"
+            "version": "==3.1.0"
         },
         "werkzeug": {
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-                "sha256:aa2bb6fc8dee8d6c504c0ac1e7f5f7dc5810a9903e793b6f715a9f015bdadb9a"
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-            "markers": "python_version >= '3.6'",
-            "version": "==2.0.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.2.2"
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         "xgboost": {
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