[Time-Series] Added blog-post to tips (#24482)

* [Time-Series] Added blog-post to tips

* added Resources to time series models docs

* removed "with Bert"

docs/source/en/model_doc/autoformer.md

@@ -29,6 +29,12 @@ The abstract from the paper is the following:
 This model was contributed by [elisim](https://huggingface.co/elisim) and [kashif](https://huggingface.co/kashif).
 The original code can be found [here](https://github.com/thuml/Autoformer).
 
+## Resources
+
+A list of official Hugging Face and community (indicated by 🌎) resources to help you get started. If you're interested in submitting a resource to be included here, please feel free to open a Pull Request and we'll review it! The resource should ideally demonstrate something new instead of duplicating an existing resource.
+
+- Check out the Autoformer blog-post in HuggingFace blog: [Yes, Transformers are Effective for Time Series Forecasting (+ Autoformer)](https://huggingface.co/blog/autoformer)
+
 ## AutoformerConfig
 
 [[autodoc]] AutoformerConfig
@@ -43,4 +49,4 @@ The original code can be found [here](https://github.com/thuml/Autoformer).
 ## AutoformerForPrediction
 
 [[autodoc]] AutoformerForPrediction
-    - forward
+    - forward