diff --git a/README.md b/README.md
index e3c37371..38faf8fe 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,14 @@
-# oneccl
-Intel(R) oneAPI Collective Communications Library
+# Intel(R) oneAPI Collective Communications Library (oneCCL)
+
 ## Prerequisites
 
-Ubuntu* 18
-GNU*: C, C++ 4.8.5 or higher.
+- Ubuntu* 18
+- GNU*: C, C++ 4.8.5 or higher.
+
+## Documentation
+
+- [oneCCL Documentation (Beta)](https://intel.github.io/oneccl/)
+- [Release notes](https://software.intel.com/en-us/articles/oneapi-collective-communication-library-ccl-release-notes) 
 
 ## Installation
 ### General installation scenario
@@ -19,43 +24,46 @@ make -j install
 If a "clear" build is needed, then one should create a new build directory and invoke `cmake` within it.
 
 ### Specify installation directory
-Modify `cmake` command as follow:
+Modify `cmake` command as follows:
 
 ```
 cmake .. -DCMAKE_INSTALL_PREFIX=/path/to/installation/directory
 ```
 
-If no `-DCMAKE_INSTALL_PREFIX` is specified then ccl will be installed into `_install` subdirectory of the current
-build directory, e.g. `ccl/build/_install`
+If no `-DCMAKE_INSTALL_PREFIX` is specified then oneCCL will be installed into `_install` subdirectory of the current
+build directory, e.g. `ccl/build/_install`.
 
 ### Specify compiler
-Modify `cmake` command as follow:
+Modify `cmake` command as follows:
 
 ```
 cmake .. -DCMAKE_C_COMPILER=your_c_compiler -DCMAKE_CXX_COMPILER=your_cxx_compiler
 ```
 
 ### Specify build type
-Modify `cmake` command as follow:
+Modify `cmake` command as follows:
 
 ```
 cmake .. -DCMAKE_BUILD_TYPE=[Debug|Release|RelWithDebInfo|MinSizeRel]
 ```
 
 ### Enable `make` verbose output
-Modify `make` command as follow to see all parameters used by `make` during compilation
+Modify `make` command as follows to see all parameters used by `make` during compilation
 and linkage:
 
 ```
 make -j VERBOSE=1
 ```
 
-### Build with address sanitizer
-Modify `cmake` command as follow:
+### Build with Address Sanitizer
+Modify `cmake` command as follows:
 ```
 cmake .. -DCMAKE_BUILD_TYPE=Debug -DWITH_ASAN=true
 ```
-*Note:* address sanitizer only works in Debug build
+---
+**Note:** Address Sanitizer only works in Debug build.
+
+---
 
 Make sure that libasan.so exists.
 
@@ -69,41 +77,41 @@ $ cd <install_dir>/examples
 $ mpirun -n 2 ./common/benchmark
 ```
 ### Setting workers affinity
-There are two ways to set workers threads affinity - explicit and automatic
+There are two ways to set workers threads affinity: explicit and automatic.
 
 #### Setting affinity explicitly
-1. Set environment variable *CCL_WORKER_COUNT* with desired number of workers threads
-2. Set environment variable *CCL_WORKER_AFFINITY* with IDs of cores to be bound to
+1. Set the environment variable *CCL_WORKER_COUNT* with the desired number of worker threads.
+2. Set the environment variable *CCL_WORKER_AFFINITY* with the IDs of the cores to be bound to.
 
 Example:
 ```
 export CCL_WORKER_COUNT=4
 export CCL_WORKER_AFFINITY=3,4,5,6
 ```
-With variables above CCL will create 4 threads and pin them to cores with numbers 3,4,5 and 6 accordingly
+With the variables above oneCCL will create 4 threads and pin them to the cores under the numbers 3, 4, 5 and 6 accordingly
 
 #### Setting affinity automatically
-*NOTE:* automatic pinning only works if application has been launched using *mpirun* provided by CCL distribution package.
+---
+**NOTE:** Automatic pinning only works if application has been launched using *mpirun* provided by oneCCL distribution package.
 
-1. Set environment variable *CCL_WORKER_COUNT* with desired number of workers threads
-2. Set environment variable *CCL_WORKER_AFFINITY* with value *auto*
+---
+1. Set the environment variable *CCL_WORKER_COUNT* with the desired number of worker threads.
+2. Set the environment variable *CCL_WORKER_AFFINITY* with the value *auto*.
 
 Example:
 ```
 export CCL_WORKER_COUNT=4
 export CCL_WORKER_AFFINITY=auto
 ```
-With variables above CCL will create 4 threads and pin them to the last 4 cores available for the launched process.
+With the variables above oneCCL will create 4 threads and pin them to the last 4 cores available for the launched process.
 
-The exact IDs of CPU cores depend on parameters passed to *mpirun* 
+The exact IDs of CPU cores depend on parameters passed to *mpirun*. 
 
 ## FAQ
 
 ### When do I need a clean build? When should I remove my favorite build directory?
 
-In the most cases there is no need in removal of the current build directory. Just run `make` to 
-compile and link changed files. Only if one sees some suspicious build errors after significant 
-change in the code (e.g. after rebase or change of branch) then it is a hint to clean build directory.
-
-Release notes available by link: https://software.intel.com/en-us/articles/oneapi-collective-communication-library-ccl-release-notes
+In most cases, there is no need to remove the current build directory. Just run `make` to 
+compile and link changed files. Only if you see some suspicious build errors after a significant 
+change in your code (e.g. after rebase or change of branch), you may want to clean the build directory.