Update README.md

Author: hpssjellis

README.md

@@ -7,7 +7,7 @@ To add materials to this website please submit a PR with the relevant additions.
 + ```4DEvents/talks``` should contain all other global talks on TinyML
 + ```4DEvents/others``` should contain all other materials (demos, walkthroughs, etc.)
 
-An example of a ```.yml``` file follows below for a talk. You'll notice that these fiels are just structured tex, ```-``` indicates a list, ```text:``` is a named value, all values should be placed in ```""``` and **indentation matters** as it indicates the level in the ```yml``` object. Note that for our specific syntax, each entry is an item in the meta list and you can add as many authors, links, and thumbnails as you'd like as they are sub-lists. If you need to upload images, slides, handouts, etc. please place them in the ```assets``` folder under the correct type (```images/thubnails```,```slides/4D```,```other/4D```, etc.). The book ```.yml``` follows a slightly modified syntax but the exisitng entries should provide sufficient examples. Finally, if you submit a workshop make sure to tag if it is a "4D_Event" so it shows up on the 4D page if relevant.
+An example of a ```.yml``` file follows below for a talk. You'll notice that these files are just structured tex, ```-``` indicates a list, ```text:``` is a named value, all values should be placed in ```""``` and **indentation matters** as it indicates the level in the ```yml``` object. Note that for our specific syntax, each entry is an item in the meta list and you can add as many authors, links, and thumbnails as you'd like as they are sub-lists. If you need to upload images, slides, handouts, etc. please place them in the ```assets``` folder under the correct type (```images/thubnails```,```slides/4D```,```other/4D```, etc.). The book ```.yml``` follows a slightly modified syntax but the exisitng entries should provide sufficient examples. Finally, if you submit a workshop make sure to tag if it is a "4D_Event" so it shows up on the 4D page if relevant.
 ```
 - authors:
     - name: "Marcelo Rovai"