diff --git a/.devcontainer/cuda11.8-conda/devcontainer.json b/.devcontainer/cuda11.8-conda/devcontainer.json
index b2783add05..c2084dfec3 100644
--- a/.devcontainer/cuda11.8-conda/devcontainer.json
+++ b/.devcontainer/cuda11.8-conda/devcontainer.json
@@ -5,12 +5,12 @@
     "args": {
       "CUDA": "11.8",
       "PYTHON_PACKAGE_MANAGER": "conda",
-      "BASE": "rapidsai/devcontainers:24.02-cpp-llvm16-cuda11.8-mambaforge-ubuntu22.04"
+      "BASE": "rapidsai/devcontainers:24.04-cpp-llvm16-cuda11.8-mambaforge-ubuntu22.04"
     }
   },
   "hostRequirements": {"gpu": "optional"},
   "features": {
-    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.2": {}
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.4": {}
   },
   "overrideFeatureInstallOrder": [
     "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
diff --git a/.devcontainer/cuda11.8-pip/devcontainer.json b/.devcontainer/cuda11.8-pip/devcontainer.json
index f208ea86a5..4645eaa2f9 100644
--- a/.devcontainer/cuda11.8-pip/devcontainer.json
+++ b/.devcontainer/cuda11.8-pip/devcontainer.json
@@ -5,13 +5,13 @@
     "args": {
       "CUDA": "11.8",
       "PYTHON_PACKAGE_MANAGER": "pip",
-      "BASE": "rapidsai/devcontainers:24.02-cpp-llvm16-cuda11.8-ubuntu22.04"
+      "BASE": "rapidsai/devcontainers:24.04-cpp-llvm16-cuda11.8-ubuntu22.04"
     }
   },
   "hostRequirements": {"gpu": "optional"},
   "features": {
-    "ghcr.io/rapidsai/devcontainers/features/ucx:24.2": {"version": "1.14.1"},
-    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.2": {}
+    "ghcr.io/rapidsai/devcontainers/features/ucx:24.4": {"version": "1.14.1"},
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.4": {}
   },
   "overrideFeatureInstallOrder": [
     "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
diff --git a/.devcontainer/cuda12.0-conda/devcontainer.json b/.devcontainer/cuda12.0-conda/devcontainer.json
index 7445963cfd..4c3138933d 100644
--- a/.devcontainer/cuda12.0-conda/devcontainer.json
+++ b/.devcontainer/cuda12.0-conda/devcontainer.json
@@ -5,12 +5,12 @@
     "args": {
       "CUDA": "12.0",
       "PYTHON_PACKAGE_MANAGER": "conda",
-      "BASE": "rapidsai/devcontainers:24.02-cpp-mambaforge-ubuntu22.04"
+      "BASE": "rapidsai/devcontainers:24.04-cpp-mambaforge-ubuntu22.04"
     }
   },
   "hostRequirements": {"gpu": "optional"},
   "features": {
-    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.2": {}
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.4": {}
   },
   "overrideFeatureInstallOrder": [
     "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
diff --git a/.devcontainer/cuda12.0-pip/devcontainer.json b/.devcontainer/cuda12.0-pip/devcontainer.json
index 284ee66fa2..414e8f8df6 100644
--- a/.devcontainer/cuda12.0-pip/devcontainer.json
+++ b/.devcontainer/cuda12.0-pip/devcontainer.json
@@ -5,13 +5,13 @@
     "args": {
       "CUDA": "12.0",
       "PYTHON_PACKAGE_MANAGER": "pip",
-      "BASE": "rapidsai/devcontainers:24.02-cpp-llvm16-cuda12.0-ubuntu22.04"
+      "BASE": "rapidsai/devcontainers:24.04-cpp-llvm16-cuda12.0-ubuntu22.04"
     }
   },
   "hostRequirements": {"gpu": "optional"},
   "features": {
-    "ghcr.io/rapidsai/devcontainers/features/ucx:24.2": {"version": "1.14.1"},
-    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.2": {}
+    "ghcr.io/rapidsai/devcontainers/features/ucx:24.4": {"version": "1.14.1"},
+    "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.4": {}
   },
   "overrideFeatureInstallOrder": [
     "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index ada744868c..83323153f1 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -28,7 +28,7 @@ concurrency:
 jobs:
   cpp-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.04
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -38,7 +38,7 @@ jobs:
     if: github.ref_type == 'branch'
     needs: [python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
     with:
       arch: "amd64"
       branch: ${{ inputs.branch }}
@@ -51,7 +51,7 @@ jobs:
   python-build:
     needs: [cpp-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.04
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -60,7 +60,7 @@ jobs:
   upload-conda:
     needs: [cpp-build, python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.04
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -68,7 +68,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-build-cuml:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -79,12 +79,12 @@ jobs:
       # the CMake variables in get_cumlprims_mg.cmake since CMake will just use
       # the clone as is.
       extra-repo: rapidsai/cumlprims_mg
-      extra-repo-sha: branch-24.02
+      extra-repo-sha: branch-24.04
       extra-repo-deploy-key: CUMLPRIMS_SSH_PRIVATE_DEPLOY_KEY
   wheel-publish-cuml:
     needs: wheel-build-cuml
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.04
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index e4006a7ac2..ff131009c0 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -25,16 +25,16 @@ jobs:
       - wheel-tests-cuml
       - devcontainer
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.04
   checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.04
     with:
       enable_check_generated_files: false
   clang-tidy:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
     with:
       build_type: pull-request
       node_type: "cpu8"
@@ -44,39 +44,39 @@ jobs:
   conda-cpp-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.04
     with:
       build_type: pull-request
   conda-cpp-tests:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.04
     with:
       build_type: pull-request
   conda-python-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.04
     with:
       build_type: pull-request
   conda-python-tests-singlegpu:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.04
     with:
       build_type: pull-request
       test_script: "ci/test_python_singlegpu.sh"
   conda-python-tests-dask:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.04
     with:
       build_type: pull-request
       test_script: "ci/test_python_dask.sh"
   conda-notebook-tests:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -86,7 +86,7 @@ jobs:
   docs-build:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -96,23 +96,23 @@ jobs:
   wheel-build-cuml:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
     with:
       build_type: pull-request
       script: ci/build_wheel.sh
       extra-repo: rapidsai/cumlprims_mg
-      extra-repo-sha: branch-24.02
+      extra-repo-sha: branch-24.04
       extra-repo-deploy-key: CUMLPRIMS_SSH_PRIVATE_DEPLOY_KEY
   wheel-tests-cuml:
     needs: wheel-build-cuml
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
     with:
       build_type: pull-request
       script: ci/test_wheel.sh
   devcontainer:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/build-in-devcontainer.yaml@branch-24.02
+    uses: rapidsai/shared-action-workflows/.github/workflows/build-in-devcontainer.yaml@branch-24.04
     with:
       extra-repo-deploy-key: CUMLPRIMS_SSH_PRIVATE_DEPLOY_KEY
       build_command: |
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 9ef163e2fd..97ec4b6361 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -16,7 +16,7 @@ on:
 jobs:
   conda-cpp-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.04
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -24,7 +24,7 @@ jobs:
       sha: ${{ inputs.sha }}
   conda-python-tests-singlegpu:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.04
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -33,7 +33,7 @@ jobs:
       test_script: "ci/test_python_singlegpu.sh"
   conda-python-tests-dask:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.04
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -42,7 +42,7 @@ jobs:
       test_script: "ci/test_python_dask.sh"
   wheel-tests-cuml:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.02
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
diff --git a/README.md b/README.md
index cff152ba55..d2c5b98d95 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ programming. In most cases, cuML's Python API matches the API from
 
 For large datasets, these GPU-based implementations can complete 10-50x faster
 than their CPU equivalents. For details on performance, see the [cuML Benchmarks
-Notebook](https://github.com/rapidsai/cuml/tree/branch-24.02/notebooks/tools).
+Notebook](https://github.com/rapidsai/cuml/tree/branch-24.04/notebooks/tools).
 
 As an example, the following Python snippet loads input and computes DBSCAN clusters, all on GPU, using cuDF:
 ```python
@@ -74,7 +74,7 @@ neighbors = nn.kneighbors(df)
 For additional examples, browse our complete [API
 documentation](https://docs.rapids.ai/api/cuml/stable/), or check out our
 example [walkthrough
-notebooks](https://github.com/rapidsai/cuml/tree/branch-24.02/notebooks). Finally, you
+notebooks](https://github.com/rapidsai/cuml/tree/branch-24.04/notebooks). Finally, you
 can find complete end-to-end examples in the [notebooks-contrib
 repo](https://github.com/rapidsai/notebooks-contrib).
 
diff --git a/VERSION b/VERSION
index 3c6c5e2b70..4a2fe8aa57 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-24.02.00
+24.04.00
diff --git a/ci/build_docs.sh b/ci/build_docs.sh
index 61999d5c9b..5b027c5d32 100755
--- a/ci/build_docs.sh
+++ b/ci/build_docs.sh
@@ -25,7 +25,7 @@ rapids-mamba-retry install \
   --channel "${PYTHON_CHANNEL}" \
   cuml libcuml
 
-export RAPIDS_VERSION_NUMBER="24.02"
+export RAPIDS_VERSION_NUMBER="24.04"
 export RAPIDS_DOCS_DIR="$(mktemp -d)"
 
 rapids-logger "Build CPP docs"
diff --git a/conda/environments/all_cuda-118_arch-x86_64.yaml b/conda/environments/all_cuda-118_arch-x86_64.yaml
index 0af9ec2184..bbc459d9f2 100644
--- a/conda/environments/all_cuda-118_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-118_arch-x86_64.yaml
@@ -16,7 +16,7 @@ dependencies:
 - cupy>=12.0.0
 - cxx-compiler
 - cython>=3.0.0
-- dask-cuda==24.2.*
+- dask-cuda==24.4.*
 - dask-cudf==24.2.*
 - dask-ml
 - doxygen=1.9.1
@@ -33,16 +33,16 @@ dependencies:
 - libcublas=11.11.3.6
 - libcufft-dev=10.9.0.58
 - libcufft=10.9.0.58
-- libcumlprims==24.2.*
+- libcumlprims==24.4.*
 - libcurand-dev=10.3.0.86
 - libcurand=10.3.0.86
 - libcusolver-dev=11.4.1.48
 - libcusolver=11.4.1.48
 - libcusparse-dev=11.7.5.86
 - libcusparse=11.7.5.86
-- libraft-headers==24.2.*
-- libraft==24.2.*
-- librmm==24.2.*
+- libraft-headers==24.4.*
+- libraft==24.4.*
+- librmm==24.4.*
 - nbsphinx
 - ninja
 - nltk
@@ -60,7 +60,7 @@ dependencies:
 - pytest-xdist
 - python>=3.9,<3.11
 - raft-dask==24.2.*
-- rapids-dask-dependency==24.2.*
+- rapids-dask-dependency==24.4.*
 - recommonmark
 - rmm==24.2.*
 - scikit-build-core>=0.7.0
diff --git a/conda/environments/all_cuda-120_arch-x86_64.yaml b/conda/environments/all_cuda-120_arch-x86_64.yaml
index cb2c047dc3..bb24799403 100644
--- a/conda/environments/all_cuda-120_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-120_arch-x86_64.yaml
@@ -18,7 +18,7 @@ dependencies:
 - cupy>=12.0.0
 - cxx-compiler
 - cython>=3.0.0
-- dask-cuda==24.2.*
+- dask-cuda==24.4.*
 - dask-cudf==24.2.*
 - dask-ml
 - doxygen=1.9.1
@@ -33,13 +33,13 @@ dependencies:
 - joblib>=0.11
 - libcublas-dev
 - libcufft-dev
-- libcumlprims==24.2.*
+- libcumlprims==24.4.*
 - libcurand-dev
 - libcusolver-dev
 - libcusparse-dev
-- libraft-headers==24.2.*
-- libraft==24.2.*
-- librmm==24.2.*
+- libraft-headers==24.4.*
+- libraft==24.4.*
+- librmm==24.4.*
 - nbsphinx
 - ninja
 - nltk
@@ -56,7 +56,7 @@ dependencies:
 - pytest-xdist
 - python>=3.9,<3.11
 - raft-dask==24.2.*
-- rapids-dask-dependency==24.2.*
+- rapids-dask-dependency==24.4.*
 - recommonmark
 - rmm==24.2.*
 - scikit-build-core>=0.7.0
diff --git a/conda/environments/clang_tidy_cuda-118_arch-x86_64.yaml b/conda/environments/clang_tidy_cuda-118_arch-x86_64.yaml
index 9d35709be1..5eb69ceb2a 100644
--- a/conda/environments/clang_tidy_cuda-118_arch-x86_64.yaml
+++ b/conda/environments/clang_tidy_cuda-118_arch-x86_64.yaml
@@ -21,16 +21,16 @@ dependencies:
 - libcublas=11.11.3.6
 - libcufft-dev=10.9.0.58
 - libcufft=10.9.0.58
-- libcumlprims==24.2.*
+- libcumlprims==24.4.*
 - libcurand-dev=10.3.0.86
 - libcurand=10.3.0.86
 - libcusolver-dev=11.4.1.48
 - libcusolver=11.4.1.48
 - libcusparse-dev=11.7.5.86
 - libcusparse=11.7.5.86
-- libraft-headers==24.2.*
-- libraft==24.2.*
-- librmm==24.2.*
+- libraft-headers==24.4.*
+- libraft==24.4.*
+- librmm==24.4.*
 - ninja
 - nvcc_linux-64=11.8
 - sysroot_linux-64==2.17
diff --git a/conda/environments/cpp_all_cuda-118_arch-x86_64.yaml b/conda/environments/cpp_all_cuda-118_arch-x86_64.yaml
index 7038450c73..0a7a7f901b 100644
--- a/conda/environments/cpp_all_cuda-118_arch-x86_64.yaml
+++ b/conda/environments/cpp_all_cuda-118_arch-x86_64.yaml
@@ -19,16 +19,16 @@ dependencies:
 - libcublas=11.11.3.6
 - libcufft-dev=10.9.0.58
 - libcufft=10.9.0.58
-- libcumlprims==24.2.*
+- libcumlprims==24.4.*
 - libcurand-dev=10.3.0.86
 - libcurand=10.3.0.86
 - libcusolver-dev=11.4.1.48
 - libcusolver=11.4.1.48
 - libcusparse-dev=11.7.5.86
 - libcusparse=11.7.5.86
-- libraft-headers==24.2.*
-- libraft==24.2.*
-- librmm==24.2.*
+- libraft-headers==24.4.*
+- libraft==24.4.*
+- librmm==24.4.*
 - ninja
 - nvcc_linux-64=11.8
 - sysroot_linux-64==2.17
diff --git a/conda/environments/cpp_all_cuda-120_arch-x86_64.yaml b/conda/environments/cpp_all_cuda-120_arch-x86_64.yaml
index e8304388de..e0bea9f795 100644
--- a/conda/environments/cpp_all_cuda-120_arch-x86_64.yaml
+++ b/conda/environments/cpp_all_cuda-120_arch-x86_64.yaml
@@ -19,13 +19,13 @@ dependencies:
 - gtest>=1.13.0
 - libcublas-dev
 - libcufft-dev
-- libcumlprims==24.2.*
+- libcumlprims==24.4.*
 - libcurand-dev
 - libcusolver-dev
 - libcusparse-dev
-- libraft-headers==24.2.*
-- libraft==24.2.*
-- librmm==24.2.*
+- libraft-headers==24.4.*
+- libraft==24.4.*
+- librmm==24.4.*
 - ninja
 - sysroot_linux-64==2.17
 name: cpp_all_cuda-120_arch-x86_64
diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
index 0f5cf2a1b1..600658751c 100644
--- a/cpp/CMakeLists.txt
+++ b/cpp/CMakeLists.txt
@@ -26,7 +26,7 @@ include(rapids-find)
 
 rapids_cuda_init_architectures(CUML)
 
-project(CUML VERSION 24.02.00 LANGUAGES CXX CUDA)
+project(CUML VERSION 24.04.00 LANGUAGES CXX CUDA)
 
 # Write the version header
 rapids_cmake_write_version_file(include/cuml/version_config.hpp)
diff --git a/cpp/Doxyfile.in b/cpp/Doxyfile.in
index 80bddac6e0..58f50b730f 100644
--- a/cpp/Doxyfile.in
+++ b/cpp/Doxyfile.in
@@ -38,7 +38,7 @@ PROJECT_NAME           = "cuML C++ API"
 # could be handy for archiving the generated documentation or if some version
 # control system is used.
 
-PROJECT_NUMBER         = "24.02"
+PROJECT_NUMBER         = "24.04"
 
 # Using the PROJECT_BRIEF tag one can provide an optional one line description
 # for a project that appears at the top of each page and should give viewer a
diff --git a/dependencies.yaml b/dependencies.yaml
index d76d3f4cd3..d3d4bedc88 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -115,10 +115,10 @@ dependencies:
           - cxx-compiler
           - gmock>=1.13.0
           - gtest>=1.13.0
-          - libcumlprims==24.2.*
-          - libraft==24.2.*
-          - libraft-headers==24.2.*
-          - librmm==24.2.*
+          - libcumlprims==24.4.*
+          - libraft==24.4.*
+          - libraft-headers==24.4.*
+          - librmm==24.4.*
     specific:
       - output_types: conda
         matrices:
@@ -199,14 +199,14 @@ dependencies:
     common:
       - output_types: [conda, requirements, pyproject]
         packages:
-          - dask-cuda==24.2.*
+          - dask-cuda==24.4.*
           - joblib>=0.11
           - numba>=0.57
             # TODO: Is scipy really a hard dependency, or should
             # we make it optional (i.e. an extra for pip
             # installation/run_constrained for conda)?
           - scipy>=1.8.0
-          - rapids-dask-dependency==24.2.*
+          - rapids-dask-dependency==24.4.*
           - *treelite
       - output_types: conda
         packages:
diff --git a/docs/source/conf.py b/docs/source/conf.py
index abaf2bdcc7..54e1736d95 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -77,9 +77,9 @@
 # built documents.
 #
 # The short X.Y version.
-version = '24.02'
+version = '24.04'
 # The full version, including alpha/beta/rc tags.
-release = '24.02.00'
+release = '24.04.00'
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
diff --git a/fetch_rapids.cmake b/fetch_rapids.cmake
index 284e2200fb..05de670af6 100644
--- a/fetch_rapids.cmake
+++ b/fetch_rapids.cmake
@@ -12,7 +12,7 @@
 # the License.
 # =============================================================================
 if(NOT EXISTS ${CMAKE_CURRENT_BINARY_DIR}/CUML_RAPIDS.cmake)
-  file(DOWNLOAD https://raw.githubusercontent.com/rapidsai/rapids-cmake/branch-24.02/RAPIDS.cmake
+  file(DOWNLOAD https://raw.githubusercontent.com/rapidsai/rapids-cmake/branch-24.04/RAPIDS.cmake
        ${CMAKE_CURRENT_BINARY_DIR}/CUML_RAPIDS.cmake
   )
 endif()
diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
index d71e83a9e1..2d45e0d13e 100644
--- a/python/CMakeLists.txt
+++ b/python/CMakeLists.txt
@@ -16,7 +16,7 @@ cmake_minimum_required(VERSION 3.26.4 FATAL_ERROR)
 
 include(../fetch_rapids.cmake)
 
-set(CUML_VERSION 24.02.00)
+set(CUML_VERSION 24.04.00)
 
 option(CUML_CPU "Build only cuML CPU Python components." OFF)
 set(language_list "CXX")
diff --git a/python/README.md b/python/README.md
index 6daa554b25..fd28666819 100644
--- a/python/README.md
+++ b/python/README.md
@@ -38,7 +38,7 @@ example `setup.py --singlegpu`) are:
 
 RAFT's Python and Cython is located in the [RAFT repository](https://github.com/rapidsai/raft/python). It was designed to be included in projects as opposed to be distributed by itself, so at build time, **setup.py creates a symlink from cuML, located in `/python/cuml/raft/` to the Python folder of RAFT**.
 
-For developers that need to modify RAFT code, please refer to the [RAFT Developer Guide](https://github.com/rapidsai/raft/blob/branch-24.02/docs/source/build.md) for recommendations.
+For developers that need to modify RAFT code, please refer to the [RAFT Developer Guide](https://github.com/rapidsai/raft/blob/branch-24.04/docs/source/build.md) for recommendations.
 
 To configure RAFT at build time:
 
@@ -50,7 +50,7 @@ The RAFT Python code gets included in the cuML build and distributable artifacts
 
 ### Build Requirements
 
-cuML's convenience [development yaml files](https://github.com/rapidsai/cuml/tree/branch-24.02/environments) includes all dependencies required to build cuML.
+cuML's convenience [development yaml files](https://github.com/rapidsai/cuml/tree/branch-24.04/environments) includes all dependencies required to build cuML.
 
 To build cuML's Python package, the following dependencies are required:
 
diff --git a/python/pyproject.toml b/python/pyproject.toml
index c347b91b9e..13195caf8d 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -57,13 +57,13 @@ requires-python = ">=3.9"
 dependencies = [
     "cudf==24.2.*",
     "cupy-cuda11x>=12.0.0",
-    "dask-cuda==24.2.*",
+    "dask-cuda==24.4.*",
     "dask-cudf==24.2.*",
     "joblib>=0.11",
     "numba>=0.57",
     "pylibraft==24.2.*",
     "raft-dask==24.2.*",
-    "rapids-dask-dependency==24.2.*",
+    "rapids-dask-dependency==24.4.*",
     "rmm==24.2.*",
     "scipy>=1.8.0",
     "treelite==3.9.1",