videos in readme

README.md

@@ -20,16 +20,13 @@ but has since grown to include a wide range of features, including:
 * Play against a stronger player and use the retry option instead of handicap stones.
 * Automatically generate focused SGF reviews which show your biggest mistakes.
 
-## Animated Screenshots
-
-### Play against an AI Teacher
-
-![screenshot](screenshots/teaching.gif) 
-
-### Analyze your games
-
-![screenshot](screenshots/analysis.gif)
+## Previews and Youtube Videos
 
+| **Play against an AI Teacher**                                                                       | **Teaching Game Tutorial**                                                                                       |   |   |   |
+|------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------|---|---|---|
+| ![ screenshot](https://raw.githubusercontent.com/sanderland/katrain/master/screenshots/teaching.gif) | [![ Teaching Game Tutorial](https://i.imgur.com/jAdcSL5.png)](https://www.youtube.com/watch?v=wFl4Bab_eGM)   |   |   |   |
+| **Analyze your games**                                                                               | **New Features in v1.2**                                                                                         |   |   |   |
+| ![ screenshot](https://raw.githubusercontent.com/sanderland/katrain/master/screenshots/analysis.gif) | [![New Features Video](https://i.imgur.com/gCY6hMH.png)](https://www.youtube.com/watch?v=wFl4Bab_eGM)        |   |   |   |
 
 ## Installation
 * See the [releases tab](https://github.com/sanderland/katrain/releases) for pre-built installers for windows.