diff --git a/INSTALL.md b/INSTALL.md
index fef8bd4fca0..989846a83a3 100644
--- a/INSTALL.md
+++ b/INSTALL.md
@@ -28,10 +28,10 @@ Required Software:
 
 For details, see [System Requirements for oneDAL](https://www.intel.com/content/www/us/en/developer/articles/system-requirements/system-requirements-for-oneapi-data-analytics-library.html).
 
-## Docker development environement
+## Docker Development Environment 
 
-[Docker file](https://github.com/oneapi-src/oneDAL/tree/master/dev) with oneDAL development environemnt
-is avaialbe as alternative for setting up environemnt manually. 
+[Docker file](https://github.com/oneapi-src/oneDAL/tree/master/dev) with the oneDAL development environment
+is available as an alternative to the manual setup. 
 
 ## Installation Steps
 1. Clone the sources from GitHub\* as follows:
diff --git a/dev/bazel/README.md b/dev/bazel/README.md
index 2593342d3e6..e32bc16b04f 100644
--- a/dev/bazel/README.md
+++ b/dev/bazel/README.md
@@ -16,7 +16,7 @@
 *******************************************************************************/-->
 # Bazel Guide
 ## Install Bazel on Linux
-1. Use bazelisk
+1. Use Bazelisk
    ```sh
    wget -O bazel https://github.com/bazelbuild/bazelisk/releases/download/v1.18.0/bazelisk-linux-amd64
    ```
diff --git a/dev/docker/README.md b/dev/docker/README.md
index 9fa9472eedb..df4ba32bd63 100644
--- a/dev/docker/README.md
+++ b/dev/docker/README.md
@@ -15,14 +15,14 @@
 * limitations under the License.
 *******************************************************************************/-->
 
-# Docker dev environemnt
-## How to use
-This is simple docker dev environment intended for oneDAL development and build process.
-It does include dependencies for building all oneDAL components through both make and bazel
+# Docker Development Environment
+## How To Use
+There is a simple docker dev environment for the oneDAL development and build process.
+It includes dependencies for building all oneDAL components with ``make`` and ``bazel``
 
-Note: docker setup assumes that it's executed from oneDAL checkouted repo and copy repo files inside container
+Note: The docker setup assumes that it is executed from the oneDAL repo and copies repo files inside the container
 
-Just run:
+For that, run:
    ```sh
    docker run -it onedal-dev /bin/bash
    ```
diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 14541f4b4e9..36ae0702dff 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -31,7 +31,7 @@ ENV CONDA_DIR /opt/conda
 RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \
     /bin/bash ~/miniconda.sh -b -p /opt/conda
 
-# Put conda in path so we can use conda activate
+# Put conda in path to use conda activate
 ENV PATH=$CONDA_DIR/bin:$PATH
 
 # Installing environment for base development dependencies
@@ -54,8 +54,6 @@ RUN .ci/env/openblas.sh
 # Installing MKL dependency
 RUN ./dev/download_micromkl.sh
 
-# Installing TBB dependency
+# Installing oneTBB dependency
 RUN ./dev/download_tbb.sh
 
-# Installing doc build dependency
-#RUN pip3 install -r docs/requirements.txt