typo correction

docs/source/api_docs.rst

@@ -4,15 +4,15 @@ API Documentation
 =================
 
 .. error::
-   6th Oct. 2020: Yale Astronomy's public FTP server is temporarily down. Yale
+   **6th Oct. 2020**: Yale Astronomy's public FTP server is temporarily down. Yale
    ITS is working to restore the service as soon as possible and it should 
    be back online by Oct 17th. 
 
    During this time, tutorials that depend on pulling files from the server will
    not work as expected. Besides, in your code, if you are trying to use our 
-   trained models, this will fail as well. We apologize for this convenience. If your work is urgent, please reach out
-   to use and we can make the trained models available to you via Google Drive. 
-   
+   trained models, this will fail as well. We apologize for this inconvenience. If your work is urgent, please reach out
+   to us and we can make the trained models available to you via Google Drive. 
+
 Both the Keras and TFLearn modules have similarly named functions with very similar parameters. Use the ``_predict_`` functions to perform
 predictions using our trained models or a model you trained from scratch. Use the ``_train_`` functions to train a model from scratch. Use the 
 ``_tl_`` functions to perform transfer learning on a previously trained model -- this can be our pre-trained models or a model that you trained.