diff --git a/.tools/build_docker.sh b/.tools/build_docker.sh
new file mode 100755
index 0000000000000000000000000000000000000000..55faa715a4fbbda97d8ff6422fb2e3d7fe8668fc
--- /dev/null
+++ b/.tools/build_docker.sh
@@ -0,0 +1,40 @@
+#!/bin/bash
+cur_path="$(cd "$(dirname "$0")" && pwd -P)"
+cd $cur_path/../
+
+#convert md to ipynb
+.tools/convert-markdown-into-ipynb-and-test.sh
+
+paddle_version=0.10.0rc2
+
+#generate docker file
+if [ ${USE_UBUNTU_REPO_MIRROR} ]; then
+  UPDATE_MIRROR_CMD="sed 's@http:\/\/archive.ubuntu.com\/ubuntu\/@mirror:\/\/mirrors.ubuntu.com\/mirrors.txt@' -i /etc/apt/sources.list && \\"
+else
+  UPDATE_MIRROR_CMD="\\"
+fi
+
+mkdir -p build
+cat > build/Dockerfile <<EOF
+FROM paddlepaddle/paddle:${paddle_version}
+MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>
+
+RUN ${UPDATE_MIRROR_CMD}
+        apt-get install locales
+RUN localedef -f UTF-8 -i en_US en_US.UTF-8
+
+RUN  apt-get -y install gcc && \
+        apt-get -y clean
+
+RUN pip install -U matplotlib jupyter numpy requests scipy
+
+COPY . /book
+RUN rm -rf /book/build
+
+EXPOSE 8888
+CMD ["sh", "-c", "jupyter notebook --ip=0.0.0.0 --no-browser --NotebookApp.token='' --NotebookApp.disable_check_xsrf=True /book/"]
+EOF
+
+#build docker image
+echo "paddle_version:"$paddle_version
+docker build --no-cache -t paddlepaddle/book:${paddle_version}  -t paddlepaddle/book:latest  -f ./build/Dockerfile .
diff --git a/.tools/convert-markdown-into-ipynb-and-test.sh b/.tools/convert-markdown-into-ipynb-and-test.sh
index ef47387dc46d96e096095189c96122be5c370741..710b61957a82c033531d267aaccafcc616e6e46d 100755
--- a/.tools/convert-markdown-into-ipynb-and-test.sh
+++ b/.tools/convert-markdown-into-ipynb-and-test.sh
@@ -5,9 +5,9 @@ if [ $? -ne 0 ]; then
     exit 1
 fi
 
-GOPATH=/tmp/go go get -u github.com/wangkuiyi/ipynb/markdown-to-ipynb
+GOPATH=~/.go go get -u github.com/wangkuiyi/ipynb/markdown-to-ipynb
 
-cur_path=$(dirname $(readlink -f $0))
+cur_path="$(cd "$(dirname "$0")" && pwd -P)"
 cd $cur_path/../
 
 #convert md to ipynb