diff --git a/ci/axis/nightly.yaml b/ci/axis/nightly.yaml
index 1776f183..76ad9700 100644
--- a/ci/axis/nightly.yaml
+++ b/ci/axis/nightly.yaml
@@ -6,11 +6,12 @@ CONDA_CONFIG_FILE:
 
 # Use M.X.Ya (major.minor.patch) with 'a' version to match nightly tag
 RAPIDS_VER:
-  - 0.18.0a
   - 0.19.0a
+  - 0.20.0a
 
 # Use CUDA_VER to not clobber `CUDA_VERSION` in the container
 CUDA_VER:
+  - 11.2
   - 11.0
   - 10.2
   - 10.1
@@ -22,3 +23,9 @@ DEFAULT_CUDA_VER:
 PYTHON_VER:
   - 3.7
   - 3.8
+
+exclude:
+  - RAPIDS_VER: 0.20.0a
+    CUDA_VER: 10.1
+  - RAPIDS_VER: 0.20.0a
+    CUDA_VER: 10.2
diff --git a/ci/axis/release.yaml b/ci/axis/release.yaml
index 1e3f3dc2..54cbc2f5 100644
--- a/ci/axis/release.yaml
+++ b/ci/axis/release.yaml
@@ -6,10 +6,11 @@ CONDA_CONFIG_FILE:
 
 # Use M.X.Y (major.minor.patch) version to match tag
 RAPIDS_VER:
-  - 0.18.0
+  - 0.19.0
 
 # Use CUDA_VER to not clobber `CUDA_VERSION` in the container
 CUDA_VER:
+  - 11.2
   - 11.0
   - 10.2
   - 10.1
diff --git a/ci/axis/tests.yaml b/ci/axis/tests.yaml
index f1b6e970..fff843da 100644
--- a/ci/axis/tests.yaml
+++ b/ci/axis/tests.yaml
@@ -2,11 +2,10 @@ RUNTIME_DOCKER_REPO:
   - rapidsai/rapidsai-nightly
 
 DOCKER_REPO:
-  - rapidsai/rapidsai-dev-nightly
+  - rapidsai/rapidsai-core-dev-nightly
 
 # Use M.X (major.minor) version
 RAPIDS_VER:
-  - 0.18
   - 0.19
 
 CUDA_VER:
diff --git a/ci/test/notebooks.sh b/ci/test/notebooks.sh
index ceb987de..7cd72af0 100644
--- a/ci/test/notebooks.sh
+++ b/ci/test/notebooks.sh
@@ -11,7 +11,7 @@ source /opt/conda/bin/activate rapids
 # to its size, but some notebooks still depend on it.
 case "${CUDA_VER}" in
 "10.1" | "10.2" | "11.0")
-    conda install -y -c pytorch "pytorch>=1.4"
+    conda install -y -c pytorch "pytorch=1.7"
     ;;
 *)
     echo "Unsupported CUDA version for pytorch."
diff --git a/conda/recipes/blazingsql-build-env/meta.yaml b/conda/recipes/blazingsql-build-env/meta.yaml
index 88b6c210..08a6ae96 100644
--- a/conda/recipes/blazingsql-build-env/meta.yaml
+++ b/conda/recipes/blazingsql-build-env/meta.yaml
@@ -42,7 +42,9 @@ requirements:
         - gtest {{ gtest_version }}
         - jpype1
         - maven
+        - mysql-connector-cpp {{ mysql_connector_cpp_version }}
         - netifaces
+        - nlohmann_json {{ nlohmann_json_version }}
         - ninja
         - openjdk {{ openjdk_version }}
         - pyhive
diff --git a/conda/recipes/rapids-build-env/meta.yaml b/conda/recipes/rapids-build-env/meta.yaml
index b6d82c69..67e8707c 100644
--- a/conda/recipes/rapids-build-env/meta.yaml
+++ b/conda/recipes/rapids-build-env/meta.yaml
@@ -5,14 +5,14 @@
 {% set cuda_version = '.'.join(environ.get('CUDA_VERSION', '10.0').split('.')[:2]) %}
 {% set py_version = environ.get('CONDA_PY', 36) %}
 
-### 
+###
 # Versions referenced below are set in `conda/recipe/*versions.yaml` except for
 #   those set above (e.g. `cuda_version`)
 #
-# gpuCI loads the correct file based on the build type (NIGHTLY or RELEASE) in 
+# gpuCI loads the correct file based on the build type (NIGHTLY or RELEASE) in
 #   `ci/cpu/build-env.sh` and `ci/axis/*.yaml`
 #
-# Manual builds need to use the `conda build` flag of `-m <path-to-file>.yaml` 
+# Manual builds need to use the `conda build` flag of `-m <path-to-file>.yaml`
 #   to set these versions
 ###
 
@@ -46,6 +46,7 @@ requirements:
     - boost
     - boost-cpp {{ boost_cpp_version }}
     - boto3
+    - cachetools
     - conda-forge::clang {{ clang_version }}
     - conda-forge::clang-tools {{ clang_version }}
     - cmake {{ cmake_version }}
@@ -70,7 +71,7 @@ requirements:
     - flake8 {{ flake8_version }}
     - flatbuffers {{ flatbuffers_version }}
     - fsspec {{ fsspec_version }}
-    - gcsfs
+    - gcsfs {{ gcsfs_version }}
     - gdal {{ gdal_version }}
     - geopandas {{ geopandas_version }}
     - git
@@ -102,6 +103,7 @@ requirements:
     - numba {{ numba_version }}
     - numpy {{ numpy_version }}
     - nvtx {{ nvtx_version }}
+    - packaging
     - pandas {{ pandas_version }}
     - panel {{ panel_version }}
     - pickle5  # [py<38]
@@ -124,16 +126,17 @@ requirements:
     - python-confluent-kafka {{ python_confluent_kafka_version }}
     - python-louvain
     - rapidjson {{ rapidjson_version }}
-    - rapids-pytest-benchmark
     - ripgrep
     - s3fs {{ s3fs_version }}
     - setuptools
+    - scikit-image {{ scikit_image_version }}
     - scikit-learn {{ scikit_learn_version }}
     - scipy {{ scipy_version }}
     - shellcheck
     - spdlog {{ spdlog_version }}
     - statsmodels
     - streamz
+    - transformers
     - treelite {{ treelite_version }}
     - twine
     - typing_extensions
diff --git a/conda/recipes/rapids-notebook-env/meta.yaml b/conda/recipes/rapids-notebook-env/meta.yaml
index 8e5babca..9949a76a 100644
--- a/conda/recipes/rapids-notebook-env/meta.yaml
+++ b/conda/recipes/rapids-notebook-env/meta.yaml
@@ -55,6 +55,7 @@ requirements:
     - nodejs {{ nodejs_version }}
     - pytest
     - s3fs {{ s3fs_version }}
+    - scikit-image {{ scikit_image_version }}
     - scikit-learn {{ scikit_learn_version }}
     - scipy {{ scipy_version }}
     - seaborn
diff --git a/conda/recipes/versions.yaml b/conda/recipes/versions.yaml
index 3e600fd3..24b5b3a4 100644
--- a/conda/recipes/versions.yaml
+++ b/conda/recipes/versions.yaml
@@ -9,7 +9,7 @@ dask_xgboost_version:
 # Versions for `rapids-xgboost` meta-pkg
 xgboost_version:
   # Minor version is appended in meta.yaml
-  - '=1.3.3dev.rapidsai'
+  - '=1.4.0dev.rapidsai'
 
 # Versions for conda
 conda_version:
@@ -43,15 +43,15 @@ cmake_format_version:
 cmake_setuptools_version:
   - '>=0.1.3'
 cupy_version:
-  - '>=7.8.0,<9.0.0a0'
+  - '>=8.5.0,<9.0.0a0'
 cython_version:
   - '>=0.29.17,<0.30'
 dask_version:
-  - '>=2.23.0'
+  - '=2021.4.0'
 datashader_version:
   - '>=0.11.1,<0.12'
 distributed_version:
-  - '>=2.23.0'
+  - '>=2.23.0,<=2021.4.0'
 dlpack_version:
   - '>=0.3,<0.4.0a0'
 double_conversion_version:
@@ -59,7 +59,7 @@ double_conversion_version:
 doxygen_version:
   - '>=1.8.12,<=1.8.20'
 faiss_version:
-  - '=1.6.3'
+  - '=1.7.0'
 fastavro_version:
   - '>=0.22.0'
 flake8_version:
@@ -67,13 +67,15 @@ flake8_version:
 flatbuffers_version:
   - '=1.10.0'
 fsspec_version:
-  - '>=0.6.0'
+  - '>=0.9.0'
 gdal_version:
-  - '>=3.1.0,<3.2.0a0'
+  - '>=3.2.0,<3.3.0a0'
 geopandas_version:
   - '>=0.6, <=0.8.1'
+gcsfs_version:
+  - '>=0.8.0'
 google_cloud_cpp_version:
-  - '=1.16.0'
+  - '=1.25.0'
 gmock_version:
   - '=1.10.0'
 gtest_version:
@@ -90,10 +92,14 @@ moto_version:
   - '>=1.3.14'
 mypy_version:
   - '0.782'
+mysql_connector_cpp_version:
+  - '8.0.23'
 nccl_version:
-  - '>=2.7.8.1,<3.0a0'
+  - '>=2.8.4.1,<3.0a0'
 networkx_version:
-  - '>=2.3'
+  - '>=2.5.1'
+nlohmann_json_version:
+  - '3.9.1'
 nodejs_version:
   - '>=12,<15'
 numba_version:
@@ -105,7 +111,7 @@ nvtx_version:
 openjdk_version:
   - '>=8.0'
 pandas_version:
-  - '>=1.0,<1.2.0dev0'
+  - '>=1.0,<1.3.0dev0'
 pandoc_version:
   - '<=2.0.0'
 panel_version:
@@ -128,10 +134,12 @@ rapidjson_version:
   - '=1.1.0'
 s3fs_version:
   - '>=0.5.2'
+scikit_image_version:
+  - '>=0.18.0,<0.19.0'
 scikit_learn_version:
   - '=0.23.1'
 scipy_version:
-  - '=1.5.3'
+  - '=1.6.0'
 setuptools_version:
   - '>=49,<50'
 spdlog_version:
@@ -139,4 +147,4 @@ spdlog_version:
 sphinx_markdown_tables_version:
   - '=0.0.14=pyh9f0ad1d_1'
 treelite_version:
-  - '=1.0.0'
+  - '=1.1.0'