Update featured posts

README.rst

@@ -316,9 +316,10 @@ Quick Start for Outlier Detection
 `An Awesome Tutorial to Learn Outlier Detection in Python using PyOD Library <https://www.analyticsvidhya.com/blog/2019/02/outlier-detection-python-pyod/>`_ is available on **Analytics Vidhya**.
 
 `"examples/knn_example.py" <https://github.com/yzhao062/pyod/blob/master/examples/knn_example.py>`_
-demonstrates the basic APIs of PyOD using kNN detector. See **examples directory** for more demos.
-More detailed instruction of running examples can be found at `examples. <https://github.com/yzhao062/pyod/blob/master/examples>`_
-**It is noted the APIs for other algorithms are similar**.
+demonstrates the basic APIs of PyOD using kNN detector.
+
+See `examples directory <https://github.com/yzhao062/pyod/blob/master/examples>`_ for more demos and more detailed instructions.
+**It is noted the APIs for other algorithms are consistent/similar**.
 
 
 #. Initialize a kNN detector, fit the model, and make the prediction.