diff --git a/README.md b/README.md
index 192391c49aa16d25a60b07f4c45207702f4bcd9e..a9cbe399750f36c82b0226bef5cada5d94ea3882 100644
--- a/README.md
+++ b/README.md
@@ -30,13 +30,32 @@
 
 [【思维导图】](#思维导图)见文末~
 
+<p align="center">
+    <a href="https://github.com/Jack-Cherish/PythonPark" target="_blank">
+        <!--<img src="http://photos.cuijiahua.com/github/logo.png" width="200" height="200"/>-->
+        <!--<img src="https://ftp.bmp.ovh/imgs/2021/01/cb3d04cb065fcdad.png" width="200" height="200"/>-->
+        <img src="https://raw.githubusercontent.com/Jack-Cherish/PythonPark/master/images/logo.png" width="200" height="200"/>
+    </a>
+</p>
+
+<p align="center">
+  <a href="https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg" target="_blank"><img src="https://img.shields.io/badge/weChat-微信群-blue.svg" alt="微信群"></a>
+  <a href="https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg" target="_blank"><img src="https://img.shields.io/badge/%E5%85%AC%E4%BC%97%E5%8F%B7-Jack%20Cui-lightgrey.svg" alt="公众号"></a>
+  <a href="https://space.bilibili.com/331507846"><img src="https://img.shields.io/badge/bilibili-哔哩哔哩-critical" alt="B站"></a>
+  <a href="https://www.zhihu.com/people/Jack--Cui" target="_blank"><img src="https://img.shields.io/badge/zhihu-知乎-informational" alt="知乎"></a>
+  <a href="https://blog.csdn.net/c406495762" target="_blank"><img src="https://img.shields.io/badge/csdn-CSDN-red.svg" alt="CSDN"></a>
+  <a href="https://www.toutiao.com/c/user/token/MS4wLjABAAAA5gJtmezUJ6vli2hZvnN13iLnzKLpuF8gGHeS0iVlmNs/" target="_blank"><img src="https://img.shields.io/badge/toutiao-%E5%A4%B4%E6%9D%A1-important.svg" alt="头条"></a>
+  <a href="https://juejin.im/user/5ea2ca74e51d4546b50d5f9f" target="_blank"><img src="https://img.shields.io/badge/juejin-掘金-blue.svg" alt="掘金"></a>
+</p>
+
 # 目录（善用Ctrl+F）
 
-注：:star: 为**高人气必看经典**，:rocket: 为**最新更新**。
+注：:star:为**高人气必看经典**，:rocket:为**最新更新**。
 * 学习路线
   * :star:[我是如何成为算法工程师的，超详细的学习路线](https://mp.weixin.qq.com/s/xUaFSdIMRI11agwwUUK2oA)
   * :star:[B站优质视频资源推荐，起飞！](https://mp.weixin.qq.com/s/iL9XzJWsCt0s2VEiya_ycA)
   * [聊聊自学，我私藏的学习网站和工具](https://mp.weixin.qq.com/s/pW5tOPjdRSdln5PuKnqK3A)
+  * [看书vs视频，我的一点小建议，共勉！](https://mp.weixin.qq.com/s/CpJjI2GnhF5fES8tY_4npA)
 * 视频
   * [程序员必备的8个学习网站，再也不用交智商税了](https://www.bilibili.com/video/BV1oC4y147S2)
   * [计算机应届毕业生薪资有多高？算法工程师面试贴心指南](https://www.bilibili.com/video/BV1DZ4y1T7oq)
@@ -45,6 +64,7 @@
   * :star:[AI还原乾隆后妃样貌，延禧攻略众生相。](https://www.bilibili.com/video/BV1h54y1z7Ds)
   * :star:[6分钟带你回顾2020年高能的AI算法](https://www.bilibili.com/video/BV1kf4y1C7LR)
   * [保姆级人工智能学习路线，谁都能玩的AI算法！](https://www.bilibili.com/video/BV1Ry4y1h7Kd)
+  * :rocket:[自学编程，那些让你事半功倍的学习方法！](https://www.bilibili.com/video/BV1sq4y1J766)
 * 数据结构与算法基础
   * [程序员内功：八大排序算法](https://cuijiahua.com/blog/2018/01/alogrithm_9.html)
   * [算法基础：BFS和DFS的直观解释](https://cuijiahua.com/blog/2018/01/alogrithm_10.html)
@@ -60,6 +80,7 @@
   * [保姆级教程：硬核图解Transformer](https://mp.weixin.qq.com/s/jx-2Ai2YKbwODW6uJaF3hQ)
   * :star:[Pytorch小抄宝典！](https://mp.weixin.qq.com/s/Bzt40iJRcKIHqeiQZ733uQ)
   * [万字长文，Pytorch60分钟闪电战](https://mp.weixin.qq.com/s/JzdaZuxX_Xga_iMef79g-g)
+  * [嘿，来聚个类！](https://mp.weixin.qq.com/s/oxB5icj8KOfFja8XTHf7jg)
 * AI 实验室
   * [百变人脸，趣味容颜，ALAE 人脸玩出新高度！](https://mp.weixin.qq.com/s/9C8OY7bchZNfqUCFSFuhjQ)
   * :star:[你的红色高跟鞋，AI 换脸技术初体验](https://mp.weixin.qq.com/s/5kIN2Da-Bw-furkG-_N9nA)
@@ -84,6 +105,7 @@
   * :star:[让猛男娇羞的AI算法](https://mp.weixin.qq.com/s/UJltI0jOTyN0Ofn_Uy1J_g)
   * [你说，我画，AI工具人石锤](https://mp.weixin.qq.com/s/4LNAwEoGjH8YYbp2w8Z9Rg)
   * [AI一键去纹身，还原明星「庐山真面目」](https://mp.weixin.qq.com/s/MRqHGSN9hfyGSs7idIe69g)
+  * [火了？](https://mp.weixin.qq.com/s/u-j-7VnK175LThOfgY3zvQ)
 * 囧事人生
   * [打工人的薪资倒挂](https://mp.weixin.qq.com/s/qLx8nevYEJnEwnJQq44zYA)
   * [个人网站没落了？](https://mp.weixin.qq.com/s/sum2v1iTokWPaxiNEZCtxg)
@@ -99,6 +121,8 @@
   * :star:[选择](https://mp.weixin.qq.com/s/7jRzjuromm0t8tV6llHyOA)
   * [我的算法能力是从什么时候开始突飞猛进的？](https://mp.weixin.qq.com/s/NreO6S6uX8fbvDbU5tvQ2Q)
   * :star:[五年了](https://mp.weixin.qq.com/s/D4pkzwPgMQpUmbdmcZ_W7A)
+  * [印度疫情，爆炸！](https://mp.weixin.qq.com/s/pjKdwF725KTphixhtNAb4w)
+  * [聊聊我今年的计划](https://mp.weixin.qq.com/s/yHTq3M5zVGceCUDTG2Mp-g)
 * Pytorch深度学习实战
   * :star:[Pytorch深度学习实战教程（一）：语义分割基础与环境搭建](https://mp.weixin.qq.com/s/KI-9z7FBjfoWfZK3PEPXJA)
   * [Pytorch深度学习实战教程（二）：UNet语义分割网络](https://mp.weixin.qq.com/s/6tZVUbyEjLVewM8vGK9Zhw)
@@ -118,7 +142,7 @@
   * [Tensorflow实战（一）：打响深度学习的第一枪 – 手写数字识别（Tensorboard可视化）](https://cuijiahua.com/blog/2018/01/dl_4.html)
   * [Tensorflow实战（二）：Discuz验证码识别](https://cuijiahua.com/blog/2018/01/dl_5.html)
 * 机器学习实战
-  * :star:[机器学习实战教程（一）：K-近邻算法（史诗级干货长文）](https://cuijiahua.com/blog/2017/11/ml_1_knn.html)
+  * :star:[机器学习实战教程（一）：K-近邻算法（史诗级干货长文）](https://mp.weixin.qq.com/s/ymbwdQL_aSHVjgOZ9RG63Q)
   * [机器学习实战教程（二）：决策树基础篇之让我们从相亲说起](https://cuijiahua.com/blog/2017/11/ml_2_decision_tree_1.html)
   * [机器学习实战教程（三）：决策树实战篇之为自己配个隐形眼镜](https://cuijiahua.com/blog/2017/11/ml_3_decision_tree_2.html)
   * [机器学习实战教程（四）：朴素贝叶斯基础篇之言论过滤器](https://cuijiahua.com/blog/2017/11/ml_4_bayes_1.html)
@@ -149,6 +173,7 @@
 * 学习资料
   * :star:[电子书&视频](https://github.com/Jack-Cherish/awesome-cs-books)
   * [16张让你编程能力突飞猛进的代码速查表](https://mp.weixin.qq.com/s/Lz0JbKTiiRlBtiMBZ-7cnA)
+  * [吴恩达：最新的28张图，全解深度学习知识！](https://mp.weixin.qq.com/s/isKcTILDPUKmGTOuJ54AHQ)
   
 更多内容，敬请期待！
 
@@ -160,6 +185,5 @@
 
 <a name="微信"></a>  <a name="公众号"></a>
 
-<div align="center">
-<img src="https://ftp.bmp.ovh/imgs/2020/07/112254f0199e3d4f.jpg" alt="wechat" width="500" height="220" align="bottom" />
-</div>
+<img src="https://ftp.bmp.ovh/imgs/2020/07/112254f0199e3d4f.jpg" alt="wechat" width="400" height="200" align="bottom" />
+