diff --git a/poetry.lock b/poetry.lock
index 1f2f664..06f397d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4741,20 +4741,20 @@ files = [
 
 [[package]]
 name = "xgboost"
-version = "2.1.4"
+version = "3.0.2"
 description = "XGBoost Python Package"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "xgboost-2.1.4-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:78d88da184562deff25c820d943420342014dd55e0f4c017cc4563c2148df5ee"},
-    {file = "xgboost-2.1.4-py3-none-macosx_12_0_arm64.whl", hash = "sha256:523db01d4e74b05c61a985028bde88a4dd380eadc97209310621996d7d5d14a7"},
-    {file = "xgboost-2.1.4-py3-none-manylinux2014_aarch64.whl", hash = "sha256:57c7e98111aceef4b689d7d2ce738564a1f7fe44237136837a47847b8b33bade"},
-    {file = "xgboost-2.1.4-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f1343a512e634822eab30d300bfc00bf777dc869d881cc74854b42173cfcdb14"},
-    {file = "xgboost-2.1.4-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:d366097d0db047315736f46af852feaa907f6d7371716af741cdce488ae36d20"},
-    {file = "xgboost-2.1.4-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:8df6da72963969ab2bf49a520c3e147b1e15cbeddd3aa0e3e039b3532c739339"},
-    {file = "xgboost-2.1.4-py3-none-win_amd64.whl", hash = "sha256:8bbfe4fedc151b83a52edbf0de945fd94358b09a81998f2945ad330fd5f20cd6"},
-    {file = "xgboost-2.1.4.tar.gz", hash = "sha256:ab84c4bbedd7fae1a26f61e9dd7897421d5b08454b51c6eb072abc1d346d08d7"},
+    {file = "xgboost-3.0.2-py3-none-macosx_10_15_x86_64.whl", hash = "sha256:923f46cd1b25c0a39fc98e969fa0a72a1a84feb7f55797cb3385962cd8d3b2d4"},
+    {file = "xgboost-3.0.2-py3-none-macosx_12_0_arm64.whl", hash = "sha256:5c4e377c86df815669939646b3abe7a20559e4d4c0f5c2ab10c31252e7a9d7d9"},
+    {file = "xgboost-3.0.2-py3-none-manylinux2014_aarch64.whl", hash = "sha256:e9acf97b3b2a628b33f1dc80ee3f16a658e1f9f43c4ed2aa85b0a824c87dbde5"},
+    {file = "xgboost-3.0.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:7d1ad8c5ae361161ce5288a04916c89d13d247b9a98e25c4b3983783cfad0377"},
+    {file = "xgboost-3.0.2-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:a112df38f2faaae31f1c00d373ff35fb5965a65e74de2eea9081dbef7a9ddffe"},
+    {file = "xgboost-3.0.2-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:d534242489265621397ff403bb1c6235d2e6c66938639239fdf2d6b39d27e339"},
+    {file = "xgboost-3.0.2-py3-none-win_amd64.whl", hash = "sha256:b4c89b71d134da9fa6318e3c9f5459317d1013b4d57059d10ed2840750e2f7e1"},
+    {file = "xgboost-3.0.2.tar.gz", hash = "sha256:0ea95fef12313f8563458bbf49458db434d620af27b1991ddb8f46806cb305a5"},
 ]
 
 [package.dependencies]
@@ -4764,7 +4764,6 @@ scipy = "*"
 
 [package.extras]
 dask = ["dask", "distributed", "pandas"]
-datatable = ["datatable"]
 pandas = ["pandas (>=1.2)"]
 plotting = ["graphviz", "matplotlib"]
 pyspark = ["cloudpickle", "pyspark", "scikit-learn"]
@@ -4926,4 +4925,4 @@ test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.funct
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.12"
-content-hash = "c92265b45825d5426ed60c3bd49282b4ce6d08b349c2db36843e6b25e4872a95"
+content-hash = "454423a1f208a12025685683287812ebe3d37295c591052b9d4089c1ed0e2ccb"
diff --git a/pyproject.toml b/pyproject.toml
index fc49d4c..db9d14c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,7 +11,7 @@ kaleido = "0.2.1.post1"
 pycaret = "^3.3.2"
 pandas = "2.1.4"
 kaggle = "^1.7.4"
-xgboost = "^2.1.4"
+xgboost = "^3.0.2"
 catboost = "^1.2.8"
 fairlearn = "^0.12.0"
 matplotlib = "3.7.5"